Sustainability Journal (MDPI)

2009 | 1,010,498,008 words

Sustainability is an international, open-access, peer-reviewed journal focused on all aspects of sustainability—environmental, social, economic, technical, and cultural. Publishing semimonthly, it welcomes research from natural and applied sciences, engineering, social sciences, and humanities, encouraging detailed experimental and methodological r...

Nutritional Variations Among Amaranth Accessions Under Diverse Environmental...

Author(s):

Abel Sefasi
Horticultural Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi
Kingsley Masamba
Food Science Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi
Mvuyeni Nyasulu
Horticultural Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi
Maurice Monjerezi
Department of Chemistry and Chemical Engineering, University of Malawi (UNIMA), Zomba P.O. Box 280, Malawi
Dickson Edwin Sithole
Crop and Soil Sciences Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi
Rowland Maganizo Kamanga
Horticultural Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi
Samson Katengeza
Department of Agriculture and Applied Economics, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O Box 219, Malawi
Charles Malidadi
Bvumbwe Agricultural Research Station, Department of Agricultural Research Services (DARS), Bvumbwe, Thyolo P.O. Box 5748, Malawi


Download the PDF file of the original publication


Year: 2025 | Doi: 10.3390/su17093771

Copyright (license): Creative Commons Attribution 4.0 International (CC BY 4.0) license.


[Full title: Nutritional Variations Among Amaranth Accessions Under Diverse Environmental Conditions in Malawi]

[[[ p. 1 ]]]

[Summary: This page provides an overview of a study on nutritional variations among amaranth accessions in Malawi. It lists the authors, affiliations, publication details, and an abstract summarizing the study's key findings, which include significant variability in nutrient content influenced by genotype-environment interactions.]

[Find the meaning and references behind the names: Natural, Resources, Less, Doi, Basel, Kingsley, Key, Iron, Charles, Sithole, Excellent, Present, Vital, Six, Malawi, Under, High, Masamba, Samson, Kamanga, Open, Soil, Maurice, Ammi, Chemical, Rowland, Dickson, Offer, Due, Station, Abel, Marko, April, Edwin, Rich, Study, Strong, Dars, March, Box]

Academic Editor: Marko Vincekovi´c Received: 4 March 2025 Revised: 31 March 2025 Accepted: 8 April 2025 Published: 22 April 2025 Citation: Sefasi, A.; Masamba, K.; Nyasulu, M.; Monjerezi, M.; Sithole, D.E.; Kamanga, R.M.; Katengeza, S.; Malidadi, C. Nutritional Variations Among Amaranth Accessions Under Diverse Environmental Conditions in Malawi Sustainability 2025 , 17 , 3771 https://doi.org/10.3390/ su 17093771 Copyright: © 2025 by the authors Licensee MDPI, Basel, Switzerland This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/ licenses/by/4.0/). Article Nutritional Variations Among Amaranth Accessions Under Diverse Environmental Conditions in Malawi Abel Sefasi 1, * , Kingsley Masamba 2 , Mvuyeni Nyasulu 1 , Maurice Monjerezi 3 , Dickson Edwin Sithole 4 , Rowland Maganizo Kamanga 1 , Samson Katengeza 5 and Charles Malidadi 6 1 Horticultural Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi; mvuyeni.nyasulu@gmail.com (M.N.); rkamanga@luanar.ac.mw (R.M.K.) 2 Food Science Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi; kmasamba@luanar.ac.mw 3 Department of Chemistry and Chemical Engineering, University of Malawi (UNIMA), Zomba P.O. Box 280, Malawi; mmonjerezi@unima.ac.mw 4 Crop and Soil Sciences Department, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O. Box 219, Malawi; sitoledicksonnkhoma@gmail.com 5 Department of Agriculture and Applied Economics, Lilongwe University of Agriculture and Natural Resources (LUANAR), Lilongwe P.O Box 219, Malawi; skatengeza@luanar.ac.mw 6 Bvumbwe Agricultural Research Station, Department of Agricultural Research Services (DARS), Bvumbwe, Thyolo P.O. Box 5748, Malawi; charlesmalidadi@yahoo.com * Correspondence: asefasi@luanar.ac.mw Abstract: This study assessed the chemical composition of amaranth leaves from six different accessions (MN-BH-01, PE-UP-BH-01, PE-LO-BH-01, CK-BH-01, NU-BH-01, and LL-BH-04) grown in various locations in Malawi. Key nutritional traits, including crude protein, calcium, zinc, iron, and potassium content, were analyzed, revealing significant variability influenced by genotype–environment interactions. MN-BH-01 exhibited the highest protein, calcium, zinc, and potassium levels, making it a promising candidate for nutritional enhancement. PE-UP-BH-01 had elevated iron content, while LL-BH-04 showed superior crude protein in certain locations. Nutrient composition varied significantly across different environmental conditions, emphasizing the impact of these interactions on nutrient accumulation. Cluster analysis and AMMI analysis identified consistent accessions (MN-BH-01 and NU-BH-01) valuable for breeding nutrient-rich varieties. Farmers preferred NU-BH-01 for its flavor, yield, and marketability, while MN-BH-01 was less favored due to its bitterness. These findings offer valuable insights for developing climate-resilient and biofortified amaranth varieties, contributing to food security and nutrition in Malawi and similar regions Keywords: amaranth accessions; nutrient composition; genotype-by-environment interactions; protein content; cluster analysis 1. Introduction Amaranth ( Amaranthus spp.) is a highly nutritious and drought-tolerant pseudo-cereal known for its rich protein, mineral, and vitamin content [ 1 ]. It has garnered attention as a sustainable food source, especially in regions facing food insecurity and climatic challenges. The leaves of amaranth, along with its seeds, are valued for their nutritional density, making them an excellent dietary supplement [ 2 ]. Recent studies have highlighted the essential nutrients present in amaranth leaves, such as protein, calcium, iron, zinc, and potassium, which are vital for overall health and well-being, particularly in regions with high malnutrition rates [ 3 – 5 ]. Sustainability 2025 , 17 , 3771 https://doi.org/10.3390/su 17093771

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[Summary: This page emphasizes the limited research on amaranth leaves' nutrient composition compared to seeds. It highlights the influence of genetic and environmental factors on nutrient bioavailability and aims to assess amaranth's potential as a biofortified crop in Malawi, guiding breeding strategies for climate-resilient varieties.]

[Find the meaning and references behind the names: Range, New, Four, Plant, Vary, Zone, Chosen, Salima, Low, Saharan, Sandy, Areas, Lack, Middle, Guide, Plays, Fall, Table, Role, Semi, Mzimba, Light, Arid, Lower, Africa]

Sustainability 2025 , 17 , 3771 2 of 13 Although extensive research has been conducted on the nutritional profile of amaranth seeds, studies focusing on the nutrient composition of amaranth leaves remain limited [ 6 , 7 ]. Furthermore, nutrient variations across different genotypes and environmental conditions have not been fully explored. Some amaranth accessions have demonstrated enhanced nutrient accumulation under stress conditions, indicating their potential for developing nutrient-rich and climate-resilient varieties [ 8 , 9 ]. The bioavailability of nutrients in amaranth is influenced by both genetic and environmental factors, including soil type, water availability, and climate conditions [ 10 , 11 ]. Studies suggest that soil amendments, temperature fluctuations, and water stress can significantly affect the nutrient composition of amaranth leaves [ 12 , 13 ]. However, limited research has been conducted on how these factors interact in specific agroecological zones, particularly in sub-Saharan Africa In Malawi, amaranth is a significant traditional vegetable that plays a crucial role in household nutrition and food security, particularly in rural areas. However, there is a lack of comprehensive studies on the nutritional variations among different amaranth accessions grown under diverse environmental conditions in the country. This study aims to provide the first comprehensive assessment of amaranth nutrient composition in Malawi, offering insights that can guide breeding strategies for nutrient-rich and climate-resilient varieties in similar agroecological regions worldwide. Understanding how genotype–environment interactions influence nutrient composition is crucial for optimizing the production of nutrient-dense varieties suitable for Malawi’s agroecological zones The study aims to evaluate the chemical composition of amaranth leaves from various accessions grown in different locations across Malawi. Specifically, it aims to identify key nutritional traits, assess the impact of environmental factors on nutrient accumulation, and explore the potential of amaranth as a biofortified crop. The findings from this study will inform breeding strategies for developing nutrient-rich and climate-resilient amaranth varieties that are well-suited for Malawi and similar environments 2. Materials and Methods 2.1. Plant Material Selection In this study, we built upon our previous research by incorporating a new amaranth accession, CK-BH-01, which exhibited promising traits in initial assessments [ 14 ]. Alongside the five previously chosen accessions, we conducted a nutrition analysis on these six accessions: MN-BH-01, LL-BH-04, NU-BH-01, PE-UP-BH-01, PE-LO-BH-01, and CK-BH- 01. These accessions represent a diverse range of genetic backgrounds and phenotypic characteristics, forming a robust basis for evaluating the nutritional potential of amaranth cultivars in different environments 2.2. Study Sites and Experimental Design Table 1 presents the agroecological characteristics of the four study locations in Malawi, selected to represent diverse environmental conditions. Thyolo Research and Mzimba-Champhira fall within the humid high-altitude zone, characterized by high rainfall (>1000 mm), moderate temperatures (15–20 ◦ C), and fertile soils. Kasungu-Chulu represents the transitional middle-altitude zone, with moderate rainfall (500–1000 mm), temperatures ranging from 18–26 ◦ C, and well-draining sandy soils. Salima-Chipoka, situated in the semi-arid low-altitude zone, experiences lower rainfall (<500 mm), higher temperatures (27–35 ◦ C), and sandy, low-fertility soils [ 15 ]. These sites vary in humidity (40–85%), light intensity, and soil properties, providing a representative environmental framework for assessing the nutrient composition of amaranth accessions across different agroecological zones.

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[Summary: This page presents a table outlining the agroecological characteristics of the four study locations in Malawi: Thyolo Research, Mzimba-Champhira, Kasungu-Chulu, and Salima-Chipoka. The table details coordinates, altitude, temperature ranges, and rainfall amounts for each location.]

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Sustainability 2025 , 17 , 3771 3 of 13 Table 1. Agroecological characteristics of the study locations in Malawi Parameter Thyolo Research Mzimba-Champhira Kasungu-Chulu Salima-Chipoka Agroecological Zone Humid High-Altitude Zone Humid High-Altitude Zone Transitional Middle-Altitude Zone Semi-Arid Low-Altitude Zone Coordinates 16.0691 ◦ S, 35.1420 ◦ E 12.3320 ◦ S, 33.5964 ◦ E 12.8090 ◦ S, 33.3110 ◦ E 13.9920 ◦ S, 34.5096 ◦ E Altitude (m) 1200–1400 1100–1300 800–1000 500–700 Temperature ( ◦ C) 15–20 15–20 18–26 27–35 Rainfall (mm/year) >1000 >1000 500–1000 <500 Humidity (%) 70–85 65–80 50–65 40–55 Light Intensity Moderate (cloud cover) Moderate (cloud cover) High (clear skies) Very High (strong sunlight) Soil Type Clay loam, fertile Sandy loam, moderate fertility Sandy, well-draining Sandy, low fertility Field experiments were conducted using a randomized complete block design (RCBD), with each block consisting of 20 plants per accession. The plants were spaced 30 cm apart within rows and 60 cm between rows to promote optimal growth and minimize competition, as shown in Figure 1 . The trials took place during the 2022/2023 rainfed cropping season across three agroecological zones in Malawi. Agronomic practices, including fertilizer application, cultivation, weeding, and pest and disease control, were carried out according to the methods outlined by Nyasulu et al. [ 16 ]. Sustainability 2025 , 17 , x FOR PEER REVIEW 3 of 14 85%), light intensity, and soil properties, providing a representative environmental framework for assessing the nutrient composition of amaranth accessions across different agroecological zones. Field experiments were conducted using a randomized complete block design (RCBD), with each block consisting of 20 plants per accession. The plants were spaced 30 cm apart within rows and 60 cm between rows to promote optimal growth and minimize competition, as shown in Figure 1. The trials took place during the 2022/2023 rainfed cropping season across three agroecological zones in Malawi. Agronomic practices, including fertilizer application, cultivation, weeding, and pest and disease control, were carried out according to the methods outlined by Nyasulu et al. [16]. Figure 1. Six amaranth accessions in the field during the experimental work . Table 1. Agroecological characteristics of the study locations in Malawi . Parameter Thyolo Research Mzimba-Champhira Kasungu-Chulu Salima-Chipoka Agroecological Zone Humid High-Altitude Zone Humid High-Altitude Zone Transitional Middle- Altitude Zone Semi-Arid Low-Altitude Zone Coordinates 16.0691° S, 35.1420° E 12.3320° S, 33.5964° E 12.8090° S, 33.3110° E 13.9920° S, 34.5096° E Altitude (m) 1200–1400 1100–1300 800–1000 500–700 Temperature (°C) 15–20 15–20 18–26 27–35 Rainfall (mm/year) >1000 >1000 500–1000 <500 Humidity (%) 70–85 65–80 50–65 40–55 Light Intensity Moderate (cloud cover) Moderate (cloud cover) High (clear skies) Very High (strong sunlight) NU-BH-01 LL-BH-04 MN-BH-01 CK-BH-01 PE-LO-BH-01 PE-UP-BH-01 Figure 1. Six amaranth accessions in the field during the experimental work 2.3. Soil Preparation and Fertilization Soil samples were collected from each study site before and after fertilizer application to assess variations in soil chemical properties. Samples were analyzed for pH, electrical conductivity (EC), organic matter (OM), nitrogen (N), phosphorus (P), and potassium

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[Summary: This page details the soil chemical composition before and after fertilizer application across the trial sites, noting changes in pH, EC, OM, N, P, and K. It also describes the leaf sample preparation process for nutrient analysis, including washing, drying, milling, and quality control measures.]

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Sustainability 2025 , 17 , 3771 4 of 13 (K) using standard soil analysis protocols. Changes in soil properties following fertilizer application were recorded, particularly increases in pH, EC, N, P, and K, with a slight decrease in OM (Table 2 ). Table 2. Soil chemical composition before and after fertilizer application in the trial sites Site Time pH EC ( µ S/cm) OM (%) N (%) P (ppm) K (ppm) Thyolo-Research Before 5.71 313.22 2.01 0.11 55.31 41.80 After 6.01 360.74 1.90 0.13 68.62 127.61 Mzimba-Champhira Before 6.22 391.15 0.61 0.03 18.73 57.53 After 6.31 375.42 0.84 0.08 35.68 160.01 Salima-Chipoka Before 6.32 378.03 0.67 0.04 25.40 65.53 After 6.63 443.51 0.22 0.06 32.32 159.91 Kasungu-Chulu Before 6.40 418.52 0.43 0.03 22.50 56.54 After 6.42 434.31 0.74 0.07 42.50 169.16 2.4. Sample Preparation Leaf samples for nutrient analysis were collected from the middle section of mature amaranth plants, as this part is considered the most representative of the overall nutrient composition. Sampling from the middle minimizes variability that can arise from leaves at different growth stages or positions (bottom, middle, or top) [ 17 , 18 ]. To ensure uniformity, plants were randomly selected across each planting field in different regions, avoiding bias related to their position within the plot. This random sampling method helped mitigate potential variation due to micro-environmental factors influencing plant growth. Samples were collected at six weeks, when the plants were fully established and deemed optimal for nutrient analysis. A total of 72 samples were collected, labeled, and placed in plastic bags for transportation to the laboratory. Upon arrival, the leaves were washed with tap water to remove any contaminants, then chopped into smaller pieces to facilitate drying. The samples were oven-dried at 60 ◦ C to preserve heat-sensitive compounds and ensure consistent nutrient content. To ensure the accuracy and consistency of the drying process, the oven temperature was regularly monitored, and the drying time was recorded to guarantee uniform moisture removal across all samples. To determine moisture content, a subset of the dried samples was further oven-dried at 105 ◦ C for three hours to achieve complete water removal. Following drying, all leaf samples were finely milled into a powder using a blender to prepare for chemical analysis. Each sample was analyzed in triplicate, and the mean of the three replicates was used for further analysis to ensure consistency and minimize experimental error. This comprehensive process ensures consistent, reproducible sample preparation for accurate nutrient profiling 2.5. Proximate Analysis The moisture, ash, fiber, and crude protein content were determined following the recommended methods of the Association of Official Analytical Chemists (AOAC). For moisture content, 5 g of each sample was weighed and dried in an oven at 60 ◦ C for 24 h for fresh samples, then further dried at 105 ◦ C ± 1 ◦ C until a constant weight was achieved. The moisture content was calculated as the percentage of weight loss after drying. Ash content was determined using the dry ashing method, where 5 g of the sample was incinerated in a muffle furnace at 550 ◦ C for 5 h until a constant weight was obtained, and the ash content was expressed as a percentage of the initial sample weight. Crude protein content was analyzed using the Kjeldahl method, involving digesting 0.5 g of the sample with concentrated sulfuric acid (H 2 SO 4 ) and a catalyst (copper sulfate) at 400 ◦ C until a clear

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[Summary: This page describes the methods used for proximate and mineral analysis of amaranth leaves. It details the procedures for determining moisture, ash, fiber, and crude protein content following AOAC guidelines, as well as the process for analyzing mineral elements using atomic absorption spectrophotometry.]

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Sustainability 2025 , 17 , 3771 5 of 13 solution was obtained. The digest was neutralized with 40% sodium hydroxide (NaOH), and the liberated ammonia was distilled into 4% boric acid solution, followed by titration with 0.1 N hydrochloric acid (HCl). The total nitrogen content was determined, and the crude protein content was calculated by multiplying the nitrogen content by a conversion factor of 6.25 [ 19 ]. To ensure analytical accuracy, appropriate blanks and standard reference materials were used 2.6. Mineral Content Mineral elements such as potassium (K), calcium (Ca), iron (Fe), and zinc (Zn) were analyzed using the dry ashing method followed by atomic absorption spectrophotometry (AAS) as per AOAC-recommended procedures [ 20 ]. In this method, 5 g of the dried and finely ground sample was placed in a clean, pre-weighed crucible and ashed in a muffle furnace at 550 ◦ C for 5 h to eliminate organic matter completely. After cooling, the ash was dissolved in 10 mL of 1 M HCl, filtered through Whatman No. 42 filter paper to obtain a clear solution. The filtrate was then diluted to 25 mL with deionized water before analysis AAS was conducted using element-specific hollow cathode lamps at their respective wavelengths, with calibration curves generated from certified standard solutions. Each sample was analyzed in triplicate, and appropriate quality control measures, including reagent blanks and standard reference materials, were included to ensure analytical accuracy 2.7. Statistical Analysis Data were analyzed using a general linear model (GLM) to assess the effects of different amaranth accessions and environmental conditions (locations) on nutrient composition The GLM included amaranth accession and environment as fixed factors, with replication as a random effect, allowing for the evaluation of genotype, environment, and their interaction effects. This approach was chosen for its ability to handle multiple variables while accurately partitioning variance across sources. Means for proximate and mineral elements were compared using Tukey’s honest significant difference (HSD) test at a significance level of 0.05 to determine significant differences between accessions and locations. Hierarchical cluster analysis using Ward’s method with Euclidean distance was conducted to classify accessions based on their nutrient profiles, aiding in the identification of patterns in nutrient composition across different accessions. To further assess genotype-by-environment interactions (G × E) for nutrient traits, the additive main effects and multiplicative interaction (AMMI) model was utilized, as it effectively captures both main effects and interaction patterns in multi-environment trials. Bar graphs were created using GraphPad 10.4.1 to visually depict the differences in nutrient composition across accessions and sites. Statistical analyses were performed using GenStat (21 st edition) for GLM modelling and R (version 4.4.2) for advanced statistical processing, ensuring robust and comprehensive data analysis. These methods were selected for their ability to handle complex datasets and provide detailed insights into genotype-by-environment interactions relevant to this study 3. Results 3.1. The Chemical Composition of Amaranth Leaves The chemical composition of amaranth leaves varied significantly across accessions (Table 3 , p < 0.001). Overall, MN-BH-01 consistently demonstrated superior nutritional quality, with the highest concentrations of crude protein (43.18%), calcium (8.00 mg/100 g), zinc (15.12 mg/100 g), and potassium (19.47 mg/g). In contrast, PE-UP-BH-01 exhibited the highest iron content (77.16 mg/100 g) and also had elevated potassium levels. Ash content was highest in NU-BH-01 (15.64%), while the lowest was found in PE-LO-BH-01 (12.93%). Other accessions showed notable variability in key nutrients, such as protein,

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[Summary: This page presents the chemical composition of amaranth leaves, showing significant variations across accessions. MN-BH-01 exhibits superior nutritional quality, while PE-UP-BH-01 has the highest iron content. The diverse nutritional profiles highlight the potential for selecting varieties with enhanced nutrient content.]

[Find the meaning and references behind the names: Rice, Unique, Cant, Def, Grand, Pro, Location]

Sustainability 2025 , 17 , 3771 6 of 13 calcium, and zinc. For example, crude protein content ranged from 38.91% in NU-BH-01 to 43.18% in MN-BH-01, while iron levels ranged from 50.04 mg/100 g in PE-LO-BH-01 to 77.16 mg/100 g in PE-UP-BH-01. These findings highlight the diverse nutritional profiles across accessions, emphasizing the potential for selecting varieties with enhanced nutrient content for breeding and biofortification efforts Table 3. Chemical composition of amaranth leaves on dry matter basis Accession Moisture Content (%) Ash (%) Crude Protein (%) Iron Content (mg/100 g) Zinc (mg/100 g) Calcium Content (mg/100 g) Potassium (mg/g) CK-BH-01 85.82 c 15.07 c 41.03 d 57.10 b 14.36 b 7.92 bc 18.03 b LL-BH-04 85.89 c 14.49 b 41.78 e 57.89 b 13.13 a 6.74 a 17.98 b MN-BH-01 85.07 a 14.56 b 43.18 f 68.21 c 15.12 c 8.00 c 19.47 d NU-BH-01 85.43 b 15.64 d 38.91 b 75.94 d 13.12 a 7.07 a 17.20 a PE-LO-BH-01 85.37 b 12.93 a 40.53 c 50.04 a 14.45 b 6.97 a 18.65 c PE-UP-BH-01 85.71 c 15.36 cd 40.53 c 77.16 e 14.61 b 7.55 b 19.73 d Grand Mean 85.55 14.67 40.8 64.39 14.13 7.38 18.51 p value <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 LSD 0.05 0.172 0.234 0.307 0.794 0.270 0.264 0.284 Note: means within a column followed by different letters are significantly different at p < 0.05 according to the least significant difference (LSD) test 3.2. Cluster Analysis of Nutrient Profiles Cluster analysis of the rice accessions based on their nutrient profiles revealed four distinct groups (Figure 2 ). Cluster 1, represented by MN-BH-01, is characterized by elevated levels of protein, iron, and potassium. Cluster 2, consisting of PE-UP-BH-01, is defined by high iron content and moderate potassium levels. Cluster 3, comprising CK-BH-01, LL- BH-04, and PE-LO-BH-01, showcases accessions with balanced nutrient profiles, featuring moderate levels of protein, zinc, and potassium. Lastly, Cluster 4, represented by NU- BH-01, stands out due to its exceptionally high iron content. These clusters underscore the unique nutrient compositions of each accession, providing valuable insights for crop breeding and biofortification strategies Sustainability 2025 , 17 , x FOR PEER REVIEW 7 of 14 Figure 2. Cluster analysis of nutrient pro fi les and correlation analysis of the variables 3.3. Chemical Composition of Amaranth Leaves Across Di ff erent Locations and Accessions The chemical composition of amaranth leaves from di ff erent accessions grown across four locations in Malawi—Thyolo Research, Mzimba-Champhira, Kasungu-Chulu, and Salima-Chipoka—revealed signi fi cant variations in key nutritional traits, with p -values < 0.01 for all traits (Table 3, Figure 3) Moisture content ranged from 80.50% in Mzimba- Champhira to 90.38% in Kasungu-Chulu, with the highest levels observed in Kasungu- Chulu Ash content was highest in Salima-Chipoka (16.15%) and lowest in Mzimba- Champhira (13.25%) Crude protein content varied from 31.42% to 56.50%, with Salima- Chipoka showing the highest mean (40.89%) Iron content ranged from 42.29 mg/100 g in Kasungu-Chulu to 88.23 mg/100 g in Salima-Chipoka, indicating regional nutritional differences Zinc levels ranged from 8.20 mg/100 g in Kasungu-Chulu to 18.95 mg/100 g in Thyolo Research, and calcium content was highest in Thyolo Research (9.12 mg/100 g) Potassium content varied from 14.62 mg/g in Kasungu-Chulu to 21.50 mg/g in Thyolo Research These fi ndings, highlighted in Table 4 and Figure 3, emphasize the critical role of environmental factors in shaping the nutrient pro fi le of amaranth This variation supports its potential as a bioforti fi ed crop for improved nutrition and provides valuable insights for breeding climate-resilient and nutrient-rich amaranth varieties suited to Malawi and similar environments Table 4. Chemical composition of amaranth leaves across di ff erent locations and accessions Location Accession Moisture Content (%) Ash (%) Crude Protein (%) Iron Content (mg/100 g) Zinc (mg/100 g) Calcium Content (mg/100 g) Potassium (mg/g) Thyolo Research PE-UP-BH-01 82.18 bc 12.40 b 40.14 h 47.63 c 18.49 i 9.26 jk 22.19 mn PE-LO-BH-01 82.45 cd 11.67 ab 40.32 h 51.11 de 18.95 i 9.29 jk 23.37 o CK-BH-01 83.48 e 17.47 j 31.42 a 65.62 gh 18.26 i 10.55 l 22.72 no NU-BH-01 84.57 f 13.90 cdef 43.26 ij 93.29 m 18.09 i 9.81 kl 22.69 no LL-BH-04 83.34 e 15.64 i 33.67 bc 69.61 ij 12.73 ef 6.70 def 16.93 gh MN-BH-01 83.38 e 12.46 b 43.24 i 65.88 18.20 i 9.12 ijk 21.14 lm Mean 83.23 b 13.92 b 38.68 a 65.52 c 17.46 d 9.12 d 21.50 c PE-UP-BH-01 83.37 e 14.59 defg 36.21 d 83.05 l 13.89 g 7.40 fgh 19.24 i PE-LO-BH-01 85.13 g 13.72 cd 39.39 gh 76.54 k 12.55 ef 6.16 bcde 16.61 fg Figure 2. Cluster analysis of nutrient profiles and correlation analysis of the variables.

[[[ p. 7 ]]]

[Summary: This page discusses the chemical composition of amaranth leaves from different accessions grown across four locations in Malawi. It highlights significant variations in key nutritional traits, emphasizing the critical role of environmental factors in shaping the nutrient profile of amaranth.]

[Find the meaning and references behind the names: Ers, Ghi, Efg, Cde, Bars]

Sustainability 2025 , 17 , 3771 7 of 13 3.3. Chemical Composition of Amaranth Leaves Across Different Locations and Accessions The chemical composition of amaranth leaves from different accessions grown across four locations in Malawi—Thyolo Research, Mzimba-Champhira, Kasungu-Chulu, and Salima-Chipoka—revealed significant variations in key nutritional traits, with p -values < 0.01 for all traits (Table 3 , Figure 3 ). Moisture content ranged from 80.50% in Mzimba-Champhira to 90.38% in Kasungu-Chulu, with the highest levels observed in Kasungu-Chulu. Ash content was highest in Salima-Chipoka (16.15%) and lowest in Mzimba-Champhira (13.25%). Crude protein content varied from 31.42% to 56.50%, with Salima-Chipoka showing the highest mean (40.89%). Iron content ranged from 42.29 mg/100 g in Kasungu-Chulu to 88.23 mg/100 g in Salima-Chipoka, indicating regional nutritional differences. Zinc levels ranged from 8.20 mg/100 g in Kasungu-Chulu to 18.95 mg/100 g in Thyolo Research, and calcium content was highest in Thyolo Research (9.12 mg/100 g). Potassium content varied from 14.62 mg/g in Kasungu-Chulu to 21.50 mg/g in Thyolo Research. These findings, highlighted in Table 4 and Figure 3 , emphasize the critical role of environmental factors in shaping the nutrient profile of amaranth. This variation supports its potential as a biofortified crop for improved nutrition and provides valuable insights for breeding climate-resilient and nutrient-rich amaranth varieties suited to Malawi and similar environments Sustainability 2025 , 17 , x FOR PEER REVIEW 8 of 14 Mzimba- Champhira CK-BH-01 81.75 b 11.39 a 57.57 l 50.93 d 16.74 h 9.20 jk 17.97 h NU-BH-01 82.91 de 13.40 c 40.28 h 49.02 cd 12.00 de 6.18 bcde 16.28 efg LL-BH-04 82.93 de 14.83 ghi 32.50 ab 68.07 hi 17.97 i 9.06 ijk 22.07 mn MN-BH-01 80.50 a 11.54 ab 38.35 fg 41.52 b 16.39 h 8.41 hij 20.78 jkl Mean 82.77 a 13.25 a 40.72 b 61.52 b 14.92 c 7.74 c 18.83 b Kasungu- Chulu PE-UP-BH-01 89.28 jk 15.55 hi 39.20 gh 42.13 b 10.00 b 5.25 b 14.02 b PE-LO-BH-01 89.59 k 14.72 fghi 33.39 bc 30.66 a 10.52 bc 5.35 bc 14.86 bcd CK-BH-01 90.38 l 14.69 efgh 36.57 de 39.18 b 11.41 cd 5.75 bcd 15.62 cdef NU-BH-01 89.93 kl 16.86 j 34.54 c 56.14 f 10.91 bc 6.03 bcd 15.18 cde LL-BH-04 88.64 ij 13.78 cde 56.50 l 31.39 a 8.20 a 4.03 a 12.02 a MN-BH-01 88.59 i 16.68 j 47.57 k 54.21 ef 11.38 cd 6.39 cdef 16.03 efg Mean 89.40 d 15.38 c 41.29 c 42.29 a 10.40 a 5.47 a 14.62 a Salima- Chipoka PE-UP-BH-01 88.00 hi 18.89 l 46.58 k 135.85 p 16.06 h 8.29 hij 23.46 0 PE-LO-BH-01 84.30 f 11.59 ab 34.60 c 41.83 b 15.76 h 7.08 efg 19.74 ij CK-BH-01 87.67 h 16.72 j 38.57 fg 72.66 j 11.03 bcd 6.19 bcde 15.80 def NU-BH-01 84.32 f 18.41 kl 37.56 ef 105.31 n 11.46 cd 6.26 bcde 14.66 bc LL-BH-04 88.66 ij 13.72 cd 44.47 j 62.50 g 13.62 fg 7.19 efg 20.88 kl MN-BH-01 87.80 h 17.56 jk 43.58 ij 111.24 o 14.48 g 8.09 ghi 19.95 ijk Mean 86.79 c 16.15 d 40.89 b 88.23 d 13.73 b 7.18 b 19.08 b p value <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 Note: means within a column followed by di ff erent le tt ers are signi fi cantly di ff erent at p < 0.05 according to the least signi fi cant di ff erence (LSD) test Figure 3 . Bar plot illustrating the variation in nutrient composition (% Moisture, % Ash, % Protein, Iron, Zinc, Calcium, and Potassium) across four locations The bars represent the mean values for each nutrient Signi fi cant di ff erences between locations are indicated by two asterisks (**), corresponding to p -values < 0.01 ( a ) Moisture Content; ( b ) Ash content; ( c ) Protein content; ( d ) Iron content; ( e ) Zinc Content; ( f ) calcium content; ( g ) Potassium content Figure 3. Bar plot illustrating the variation in nutrient composition (% Moisture, % Ash, % Protein, Iron, Zinc, Calcium, and Potassium) across four locations. The bars represent the mean values for each nutrient. Significant differences between locations are indicated by two asterisks (**), corresponding to p -values < 0.01. ( a ) Moisture Content; ( b ) Ash content; ( c ) Protein content; ( d ) Iron content; ( e ) Zinc Content; ( f ) calcium content; ( g ) Potassium content.

[[[ p. 8 ]]]

[Summary: This page provides a detailed table of the chemical composition of amaranth leaves across different locations and accessions. It includes data on moisture content, ash, crude protein, iron, zinc, calcium, and potassium levels, highlighting the variations and environmental influences.]

[Find the meaning and references behind the names: Steady]

Sustainability 2025 , 17 , 3771 8 of 13 Table 4. Chemical composition of amaranth leaves across different locations and accessions Location Accession Moisture Content (%) Ash (%) Crude Protein (%) Iron Content (mg/100 g) Zinc (mg/100 g) Calcium Content (mg/100 g) Potassium (mg/g) Thyolo Research PE-UP-BH-01 82.18 bc 12.40 b 40.14 h 47.63 c 18.49 i 9.26 jk 22.19 mn PE-LO-BH-01 82.45 cd 11.67 ab 40.32 h 51.11 de 18.95 i 9.29 jk 23.37 o CK-BH-01 83.48 e 17.47 j 31.42 a 65.62 gh 18.26 i 10.55 l 22.72 no NU-BH-01 84.57 f 13.90 cdef 43.26 ij 93.29 m 18.09 i 9.81 kl 22.69 no LL-BH-04 83.34 e 15.64 i 33.67 bc 69.61 ij 12.73 ef 6.70 def 16.93 gh MN-BH-01 83.38 e 12.46 b 43.24 i 65.88 18.20 i 9.12 ijk 21.14 lm Mean 83.23 b 13.92 b 38.68 a 65.52 c 17.46 d 9.12 d 21.50 c Mzimba- Champhira PE-UP-BH-01 83.37 e 14.59 defg 36.21 d 83.05 l 13.89 g 7.40 fgh 19.24 i PE-LO-BH-01 85.13 g 13.72 cd 39.39 gh 76.54 k 12.55 ef 6.16 bcde 16.61 fg CK-BH-01 81.75 b 11.39 a 57.57 l 50.93 d 16.74 h 9.20 jk 17.97 h NU-BH-01 82.91 de 13.40 c 40.28 h 49.02 cd 12.00 de 6.18 bcde 16.28 efg LL-BH-04 82.93 de 14.83 ghi 32.50 ab 68.07 hi 17.97 i 9.06 ijk 22.07 mn MN-BH-01 80.50 a 11.54 ab 38.35 fg 41.52 b 16.39 h 8.41 hij 20.78 jkl Mean 82.77 a 13.25 a 40.72 b 61.52 b 14.92 c 7.74 c 18.83 b Kasungu- Chulu PE-UP-BH-01 89.28 jk 15.55 hi 39.20 gh 42.13 b 10.00 b 5.25 b 14.02 b PE-LO-BH-01 89.59 k 14.72 fghi 33.39 bc 30.66 a 10.52 bc 5.35 bc 14.86 bcd CK-BH-01 90.38 l 14.69 efgh 36.57 de 39.18 b 11.41 cd 5.75 bcd 15.62 cdef NU-BH-01 89.93 kl 16.86 j 34.54 c 56.14 f 10.91 bc 6.03 bcd 15.18 cde LL-BH-04 88.64 ij 13.78 cde 56.50 l 31.39 a 8.20 a 4.03 a 12.02 a MN-BH-01 88.59 i 16.68 j 47.57 k 54.21 ef 11.38 cd 6.39 cdef 16.03 efg Mean 89.40 d 15.38 c 41.29 c 42.29 a 10.40 a 5.47 a 14.62 a Salima- Chipoka PE-UP-BH-01 88.00 hi 18.89 l 46.58 k 135.85 p 16.06 h 8.29 hij 23.46 0 PE-LO-BH-01 84.30 f 11.59 ab 34.60 c 41.83 b 15.76 h 7.08 efg 19.74 ij CK-BH-01 87.67 h 16.72 j 38.57 fg 72.66 j 11.03 bcd 6.19 bcde 15.80 def NU-BH-01 84.32 f 18.41 kl 37.56 ef 105.31 n 11.46 cd 6.26 bcde 14.66 bc LL-BH-04 88.66 ij 13.72 cd 44.47 j 62.50 g 13.62 fg 7.19 efg 20.88 kl MN-BH-01 87.80 h 17.56 jk 43.58 ij 111.24 o 14.48 g 8.09 ghi 19.95 ijk Mean 86.79 c 16.15 d 40.89 b 88.23 d 13.73 b 7.18 b 19.08 b p value <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 Note: means within a column followed by different letters are significantly different at p < 0.05 according to the least significant difference (LSD) test 3.4. Additive Main Effects and Multiplicative Interaction (AMMI) Analysis The AMMI analysis showed significant genotype-by-environment (G × E) interactions in the nutritional composition of amaranth accessions across the four locations (Figure 4 ). Moisture content was stable in CK-BH-01, MN-BH-01, and NU-BH-01, especially in Kasungu-Chulu, while PE-LO-BH-01 and PE-UP-BH-01 were more affected by the environment (Figure 4 a). Ash content was consistent in CK-BH-01 and NU-BH-01 but varied more in Mzimba-Champhira and PE-UP-BH-01 (Figure 4 b). Crude protein levels were steady in NU-BH-01, CK-BH-01, and MN-BH-01, while environmental factors had a stronger effect in Mzimba-Champhira and Thyolo Research (Figure 4 c). Iron content was stable in LL-BH-04 and NU-BH-01 in Kasungu-Chulu but varied in other locations (Figure 4 d). Zinc content was consistent in CK-BH-01, MN-BH-01, and NU-BH-01, with stronger environmental interactions in Salima-Chipoka and Thyolo Research (Figure 4 e). Calcium and potassium levels were stable in CK-BH-01, MN-BH-01, and NU-BH-01, but location differences were seen in other accessions (Figure 4 f,g).

[[[ p. 9 ]]]

[Summary: This page presents the AMMI analysis, showing significant genotype-by-environment interactions affecting the nutritional composition of amaranth accessions. It also discusses farmer preferences for different accessions based on agronomic and culinary characteristics, with NU-BH-01 being the top choice.]

[Find the meaning and references behind the names: Choice, Ranking, Spot, Poor, Large, Size, Hand, Pleasant, Success, Post, Market, Farmer, Oil, Good, Taste]

Sustainability 2025 , 17 , 3771 9 of 13 Sustainability 2025 , 17 , x FOR PEER REVIEW 9 of 14 3.4. Additive Main E ff ects and Multiplicative Interaction (AMMI) Analysis The AMMI analysis showed signi fi cant genotype-by-environment (G × E) interactions in the nutritional composition of amaranth accessions across the four locations (Figure 4) Moisture content was stable in CK-BH-01, MN-BH-01, and NU-BH-01, especially in Kasungu-Chulu, while PE-LO-BH-01 and PE-UP-BH-01 were more a ff ected by the environment (Figure 4 a) Ash content was consistent in CK-BH-01 and NU-BH-01 but varied more in Mzimba-Champhira and PE-UP-BH-01 (Figure 4 b) Crude protein levels were steady in NU-BH-01, CK-BH-01, and MN-BH-01, while environmental factors had a stronger e ff ect in Mzimba-Champhira and Thyolo Research (Figure 4 c) Iron content was stable in LL-BH-04 and NU-BH-01 in Kasungu-Chulu but varied in other locations (Figure 4 d) Zinc content was consistent in CK-BH-01, MN-BH-01, and NU-BH-01, with stronger environmental interactions in Salima-Chipoka and Thyolo Research (Figure 4 e) Calcium and potassium levels were stable in CK-BH-01, MN-BH-01, and NU-BH-01, but location di ff erences were seen in other accessions (Figure 4 f,g) CK-BH-01, MN-BH-01, and NU-BH-01 were the most consistent across nutritional traits, making them good candidates for breeding On the other hand, PE-LO-BH-01, PE- UP-BH-01, and LL-BH-04 showed stronger environmental interactions, suggesting their nutrient levels depend more on location These fi ndings are important for improving amaranth cultivation and breeding in di ff erent regions Figure 4. Ammi analysis ( a ) Moisture content ( b ) Ash content ( c ) Crude Protein ( d ) Iron Content ( e ) Zinc ( f ) Calcium content ( g ) Potassium content 3.5. Farmer Preferences and Ranking of Amaranth Accessions Farmers actively participated in selecting their preferred amaranth accessions based on a range of agronomic and culinary characteristics (Table 5) NU-BH-01 emerged as the top choice among the accessions assessed, thanks to its excellent fl avor, high yield, market appeal, and the convenience of cooking without oil Following closely, CK-BH-01 ranked second, favored for its delicious taste and post-cooking fl avor PE-LO-BH-01 claimed the third spot, valued for its abundant yield, extended harvest window, large leaves, and Figure 4. Ammi analysis. ( a ) Moisture content. ( b ) Ash content. ( c ) Crude Protein. ( d ) Iron Content ( e ) Zinc. ( f ) Calcium content. ( g ) Potassium content CK-BH-01, MN-BH-01, and NU-BH-01 were the most consistent across nutritional traits, making them good candidates for breeding. On the other hand, PE-LO-BH-01, PE- UP-BH-01, and LL-BH-04 showed stronger environmental interactions, suggesting their nutrient levels depend more on location. These findings are important for improving amaranth cultivation and breeding in different regions 3.5. Farmer Preferences and Ranking of Amaranth Accessions Farmers actively participated in selecting their preferred amaranth accessions based on a range of agronomic and culinary characteristics (Table 5 ). NU-BH-01 emerged as the top choice among the accessions assessed, thanks to its excellent flavor, high yield, market appeal, and the convenience of cooking without oil. Following closely, CK-BH-01 ranked second, favored for its delicious taste and post-cooking flavor. PE-LO-BH-01 claimed the third spot, valued for its abundant yield, extended harvest window, large leaves, and strong market demand, making it a highly sought-after variety. In fourth place, PE-UP-BH-01 stood out for its numerous branches, large leaf size, and pleasant taste. On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fifth and sixth, respectively, due to their unappealing flavor profiles. LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bitterness, rendering it the least favored accession. These findings underscore the significance of both agronomic performance and sensory attributes in shaping farmer preferences for amaranth cultivation and market success.

[[[ p. 10 ]]]

[Summary: This page shows farmer preferences and ranking of amaranth accessions. It also begins a discussion of the study's findings, highlighting variations in nutritional composition across agroecological zones and aligning with previous studies on climate's role in crop performance.]

[Find the meaning and references behind the names: Local, Broad, Rank, Grain, Long, Nice, Fth, Bad, Big, Need, Rosales, Reyes]

Sustainability 2025 , 17 , 3771 10 of 13 Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Too many branches Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Big leaf size Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Nice flavor PE-LO-BH-01 3 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25]. These results are further validated by the agroecological data High yielding Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data High value crop Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Big leaves Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Can be harvested for a long period of time Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Highly marketable CK-BH-01 2 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Delicious Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Good flavor after cooking NU-BH-01 1 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Good flavor Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data High yield Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Good for business Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Marketable Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Can be cooked without cooking oil Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Delicious LL-BH-04 5 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Bad flavor MN-BH-01 6 Sustainability 2025 , 17 , x FOR PEER REVIEW 10 of 14 strong market demand, making it a highly sought-after variety In fourth place, PE-UP- BH-01 stood out for its numerous branches, large leaf size, and pleasant taste On the other hand, LL-BH-04 and MN-BH-01 were the least preferred, ranking fi fth and sixth, respectively, due to their unappealing fl avor pro fi les LL-BH-04 received criticism for its poor taste, while MN-BH-01 was noted for its bi tt erness, rendering it the least favored accession These fi ndings underscore the signi fi cance of both agronomic performance and sensory a tt ributes in shaping farmer preferences for amaranth cultivation and market success Table 5. Farmer preferences and ranking of amaranth accessions Accession Rank Reasons PE-UP-BH-01 4  Too many branches  Big leaf size  Nice flavor PE-LO-BH-01 3  High yielding  High value crop  Big leaves  Can be harvested for a long period of time  Highly marketable CK-BH-01 2  Delicious  Good flavor after cooking NU-BH-01 1  Good flavor  High yield  Good for business  Marketable  Can be cooked without cooking oil  Delicious LL-BH-04 5  Bad flavor MN-BH-01 6  Bitterness 4. Discussion Our study highlights signi fi cant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba- Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating di ff erential responses to environmental conditions These fi ndings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [21] The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 °C and 20 °C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 °C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions These traits helped maintain nutritional consistency, supporting the fi ndings of Reyes-Rosales et al [22], who identi fi ed heat-resistant genotypes in amaranth Notably, some accessions exhibited consistent nutritional quality across di ff erent locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [14,23–25] These results are further validated by the agroecological data Bitterness 4. Discussion Our study highlights significant variations in the nutritional composition of amaranth accessions across the distinct agroecological zones of Thyolo Research, Mzimba-Champhira, Kasungu-Chulu, and Salima-Chipoka, demonstrating differential responses to environmental conditions. These findings align with previous studies emphasizing the pivotal role of local climate in shaping crop performance [ 21 ]. The high-altitude zones, such as Thyolo Research, characterized by over 1000 mm of annual rainfall and temperatures between 15 ◦ C and 20 ◦ C, provided optimal conditions for enhanced nutritional performance, consistent with observations that moderate temperatures, adequate precipitation, and moderate light intensity promote both growth and nutritional value. In contrast, the low-altitude Salima-Chipoka region, with less than 500 mm of rainfall, temperatures exceeding 27 ◦ C, and very high light intensity, presented harsher conditions, leading to the expression of stress tolerance traits in certain accessions. These traits helped maintain nutritional consistency, supporting the findings of Reyes-Rosales et al. [ 22 ], who identified heat-resistant genotypes in amaranth. Notably, some accessions exhibited consistent nutritional quality across different locations, underscoring the importance of selecting genotypes with broad environmental adaptability for sustainable, nutritionally robust amaranth production [ 14 , 23 – 25 ]. These results are further validated by the agroecological data from the study locations, which reveal significant contrasts in temperature, rainfall, light intensity, and soil characteristics, reinforcing the need for tailored cultivation strategies to maximize amaranth’s nutritional potential under varying environmental conditions The influence of environmental factors on amaranth’s nutritional composition aligns with findings from previous studies [ 21 ], where local climate, particularly temperature and rainfall, was identified as a key determinant. This study not only confirms those findings but also expands the understanding by focusing on the nutritional composition of amaranth leaves, an under-explored aspect in the literature [ 26 ]. Unlike most previous studies that concentrated on amaranth grain, our work highlights the nutritional diversity found in amaranth leaves across different agroecological zones, reinforcing the crop’s

[[[ p. 11 ]]]

[Summary: This page discusses the influence of soil composition and genotype-by-environment interactions on amaranth's nutritional composition. It emphasizes the importance of farmer feedback in breeding strategies and identifies accessions for biofortification initiatives.]

[Find the meaning and references behind the names: Foods, Aimed, Future, Balance]

Sustainability 2025 , 17 , 3771 11 of 13 potential in combating malnutrition in regions that primarily consume amaranth leaves as a vegetable [ 27 ]. Additionally, our findings illustrate that soil composition and microclimatic conditions significantly influence nutrient content. In Thyolo Research, higher soil nitrogen levels (0.08% to 0.11%) contributed to enhanced biomass accumulation, corroborating previous studies that underscore nitrogen’s role in promoting amaranth growth [ 28 ]. Similarly, phosphorus (P) and potassium (K) availability influenced nutritional performance, particularly in Kasungu-Chulu, where increases in P and K availability were associated with improved nutritional outcomes [ 29 ]. This highlights the importance of optimizing soil fertility management in different agroecological zones to enhance amaranth’s nutritional quality Importantly, the study also emphasizes the importance of genotype-by-environment (G × E) interactions in determining amaranth’s nutritional composition. We identified several accessions that demonstrated consistent nutritional performance across multiple locations. Among these, CK-BH-01, MN-BH-01, and NU-BH-01 exhibited high consistency in nutritional traits, making them strong candidates for breeding programs focused on enhancing nutritional resilience. In contrast, accessions like PE-LO-BH-01, PE-UP-BH-01, and LL-BH-04 showed strong environmental interactions, indicating their suitability for local adaptation programs. These findings support earlier research suggesting that breeding programs should prioritize genotypes that exhibit stability across various environmental conditions, especially in the face of increasing climate variability A critical aspect of successful breeding strategies is integrating farmer feedback to ensure that the selected varieties align with both nutritional and sensory preferences. While MN-BH-01 is nutritionally superior, its bitterness detracts from its appeal to farmers. As farmer preferences heavily influence the adoption of new varieties, breeding programs should prioritize sensory traits, such as flavor, texture, and bitterness, in parallel with nutritional qualities. Future breeding strategies should place a strong emphasis on sensory preferences to optimize both the nutritional benefits and marketability of amaranth varieties Participating farmers can be actively engaged in the breeding process through participatory breeding programs to gather feedback on sensory traits and overall crop performance The identification of accessions that maintain high nutritional consistency across diverse environments is crucial for breeding programs. The cluster analysis revealed that MN-BH-01, while nutritionally superior, faces challenges in adoption due to undesirable sensory traits like bitterness. This highlights the need for breeding programs to balance both nutritional and sensory attributes to improve consumer acceptance [ 23 ]. CK-BH-01, with a balanced nutrient profile, and NU-BH-01, which stands out for its high iron content, represent promising breeding targets In addition to breeding applications, the identification of nutritionally consistent accessions opens avenues for biofortification initiatives. Amaranth’s rich micronutrient content positions it as a promising candidate for biofortification strategies aimed at improving the nutritional quality of staple foods. Future research should explore amaranth’s potential in enhancing food products, focusing on developing biofortified or functional foods that address nutrient deficiencies in vulnerable populations. Moreover, molecular studies aimed at identifying the genetic mechanisms underpinning nutrient consistency in amaranth will be crucial for developing targeted breeding strategies that optimize both yield and nutritional content 5. Conclusions Our study provides critical insights into significant variations among amaranth accessions across diverse agroecological zones, demonstrating how environmental factors such as soil composition and climate impact the crop’s nutritional profile. These findings under-

[[[ p. 12 ]]]

[Summary: This page concludes the study, underscoring the importance of selecting adaptable amaranth accessions with consistent nutritional quality for breeding programs. It also mentions future research directions and provides author contributions, funding information, and conflict of interest declarations.]

[Find the meaning and references behind the names: Saikat, Ali, Malik, Amino, Human, Board, Oba, Singh, Dhanjal, Sindhu, Seed, Fatty, Dual, Samarth, Kumar, Sci, Final, Bednarz, Read, Chem, Pol, Hussain, Kuca, Mitri, Cleaning, Feed, Development, Central, Diet, Bou, Hasan, Original, Rep, Azam, Bhat, Panwar, Guleria, Advance, Alomar, Jahan, Sarker, Kania, Combat, Naseer, Green, Author, Cosmetic, Hossain, Pareek, Jan, Dobrowolska]

Sustainability 2025 , 17 , 3771 12 of 13 score the importance of selecting adaptable accessions with consistent nutritional quality, a crucial consideration for breeding programs focused on enhancing climate resilience and food security. Amaranth’s potential as a nutrient-rich, climate-resilient crop offers an opportunity to combat malnutrition and food insecurity, particularly in resource-constrained regions. Notably, accessions like CK-BH-01, MN-BH-01, and NU-BH-01 present promising prospects for targeted breeding and biofortification initiatives. To advance breeding strategies, future research should concentrate on elucidating the genetic mechanisms governing nutrient consistency and investigating the interaction between environmental factors and sensory traits. This will facilitate the optimization of breeding approaches for increased yield and nutritional value, ensuring consumer acceptance. The broader implications of this study extend to its potential to guide global food security strategies, advocating for the integration of amaranth into sustainable agricultural systems to enhance nutrition in vulnerable populations worldwide Author Contributions: Conceptualization: A.S. and M.N. Data collection and cleaning: M.N. Data analysis: M.N. and A.S. Experimental layout: M.N. and A.S. Funding acquisitions: A.S. and M.N. Original manuscript draft: M.N. and A.S. Writing review, editing and final approval: M.N., R.M.K., M.M., A.S., K.M., D.E.S., S.K. and C.M. All authors have read and agreed to the published version of the manuscript Funding: The research was financially supported by the Sustainable Food Systems in Malawi (FoodMA) Programme at LUANAR Institutional Review Board Statement: Not applicable Informed Consent Statement: Not applicable Data Availability Statement: Data supporting the results of this study are available from the corresponding author (Abel Sefasi) upon request Conflicts of Interest: The authors declare no conflict of interest References 1 Malik, M.; Sindhu, R.; Dhull, S.B.; Bou-Mitri, C.; Singh, Y.; Panwar, S.; Khatkar, B.S. Nutritional Composition, Functionality, and Processing Technologies for Amaranth J. Food Process. Preserv 2023 , 2023 , 1753029. [ CrossRef ] 2 Singh, N.; Samarth, R.M.; Vashishth, A.; Pareek, A. Amaranthus as a potential dietary supplement in sports nutrition CYTA-J Food 2024 , 22 , 2375253. [ CrossRef ] 3 Jan, N.; Hussain, S.Z.; Naseer, B.; Bhat, T.A. Amaranth and quinoa as potential nutraceuticals: A review of anti-nutritional factors, health benefits and their applications in food, medicinal and cosmetic sectors Food Chem. X 2023 , 18 , 100687. [ CrossRef ] 4 Skwaryło-Bednarz, B.; St˛epniak, P.M.; Jamiołkowska, A.; Kopacki, M.; Krzepiłko, A.; Klikocka, H. Amaranth seeds as a source of nutrients and bioactive substances in human diet Acta Sci. Pol. Hortorum Cultus 2020 , 19 , 153–164. [ CrossRef ] 5 Kumar, H.; Guleria, S.; Kimta, N.; Dhalaria, R.; Nepovimova, E.; Dhanjal, D.S.; Alomar, S.Y.; Kuca, K. Amaranth and buckwheat grains: Nutritional profile, development of functional foods, their pre-clinical cum clinical aspects and enrichment in feed Curr Res. Food Sci 2024 , 9 , 100836. [ CrossRef ] [ PubMed ] 6 Baraniak, J.; Kania-Dobrowolska, M. The Dual Nature of Amaranth—Functional Food and Potential Medicine Foods 2022 , 11 , 618 [ CrossRef ] [ PubMed ] 7 Procopet, O.; Oroian, M. Amaranth Seed Polyphenol, Fatty Acid and Amino Acid Profile Appl. Sci 2022 , 12 , 2181. [ CrossRef ] 8 Kachiguma, N.A.; Mwase, W.; Maliro, M.; Damaliphetsa, A. Chemical and Mineral Composition of Amaranth ( Amaranthus L.) Species Chemical and Mineral Composition of Amaranth ( Amaranthus L.) Species Collected From Central Malawi J. Food Res 2015 , 4 , 95–100. [ CrossRef ] 9 Hricová, A.; Fejér, J.; Libiaková, G.; Szabová, M.; Gažo, J.; Gajdošová, A. Characterization of phenotypic and nutritional properties ofvaluable Amaranthus cruentus L. mutants Turkish J. Agric. For 2016 , 40 , 761–771. [ CrossRef ] 10 Sarker, U.; Hossain, M.M.; Oba, S. Nutritional and antioxidant components and antioxidant capacity in green morph Amaranthus leafy vegetable Sci. Rep 2020 , 10 , 1336. [ CrossRef ] 11 Jahan, N.; Sarker, U.; Hasan Saikat, M.M.; Hossain, M.M.; Azam, M.G.; Ali, D.; Ercisli, S.; Golokhvast, K.S. Evaluation of yield attributes and bioactive phytochemicals of twenty amaranth genotypes of Bengal floodplain Heliyon 2023 , 9 , e 19644. [ CrossRef ]

[[[ p. 13 ]]]

[Summary: This page lists the references cited in the study and includes a disclaimer from the publisher. It covers effects of water and fertilizer stress, nutrient composition of chia genotypes, agromorphological characterisation of amaranth accessions, and standardization of leaf-sampling technique.]

[Find the meaning and references behind the names: Da Silva, De Melo, Eng, Martins, Nepal, Shehu, Rehman, Gallardo, Sharma, Ebert, Silva, Lipp, Aust, Ferreira, Jimoh, Bot, Afolayan, Int, Risk, Shock, Adv, Coelho, Macro, Genet, Melo, Nigeria, Moore, Plum, Hilly, Mango, Devries, Orona, Front, Keil, Chadha, Saf, Griffiths, Saldanha, Pinheiro, Samra, State, Abernethy, Rijal, Mubi, Ideas, Segura, Thakur, Frei, Cabrales, Chia, Escamilla, Swiss, Adeniran, Padilla, Ojo, Kandel, Property, Vicente]

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