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Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe

Water scarcity and unreliable weather conditions frequently cause smallholder farmers in Zimbabwe to plant maize (Zea mays L.) varieties outside the optimum planting timeframe. This challenge exacts the necessity to develop sowing management options for decision support. The study's objective w...

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Autores principales: Mugiyo, Hillary, Mhizha, Teddious, Chimonyo, Vimbayi.G.P., Mabhaudhi, Tafadzwanashe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7873380/
https://www.ncbi.nlm.nih.gov/pubmed/33604470
http://dx.doi.org/10.1016/j.heliyon.2021.e06109
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author Mugiyo, Hillary
Mhizha, Teddious
Chimonyo, Vimbayi.G.P.
Mabhaudhi, Tafadzwanashe
author_facet Mugiyo, Hillary
Mhizha, Teddious
Chimonyo, Vimbayi.G.P.
Mabhaudhi, Tafadzwanashe
author_sort Mugiyo, Hillary
collection PubMed
description Water scarcity and unreliable weather conditions frequently cause smallholder farmers in Zimbabwe to plant maize (Zea mays L.) varieties outside the optimum planting timeframe. This challenge exacts the necessity to develop sowing management options for decision support. The study's objective was to use a hybrid approach to determine the best planting windows and maize varieties. The combination will guide farmers on planting dates, dry spell probability during critical stages of the crop growth cycle and rainfall cessation. To capture farmer's perception on agroclimatic information, a systematic random sampling of 438 smallholders was carried out. An analysis of climatic data during 1949–2012 was conducted using INSTAT to identify the best planting criterion. The best combination of planting criterion and maize varieties analysis was then achieved by optimizing planting dates and maize varieties in the DSSAT environment. It was found that 56.2% of farmers grew short-season varieties, 40.2% medium-season varieties and 3.6% long-season varieties. It was also established that the number of rain days and maize yield had a strong positive relationship (p = 0.0049). No significant association was found amongst maize yield (p > 0.05), and planting date criteria, Depth (40mm in 4 days), the AREX criterion- Agricultural Research Extension (25 mm rainfall in 7 days) and the MET Criterion-Department of Meteorological Services (40 mm in 15 days). Highest yields were simulated under the combination of medium-season maize variety and the AREX and MET criteria. The range of simulated yields from 0.0 t/ha to 2.8 t/ha formed the basis for the development of an operational decision support tool (cropping calendar) with (RMSE) (0.20). The methodology can be used to select the best suitable maize varieties and a range of planting time.
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spelling pubmed-78733802021-02-17 Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe Mugiyo, Hillary Mhizha, Teddious Chimonyo, Vimbayi.G.P. Mabhaudhi, Tafadzwanashe Heliyon Research Article Water scarcity and unreliable weather conditions frequently cause smallholder farmers in Zimbabwe to plant maize (Zea mays L.) varieties outside the optimum planting timeframe. This challenge exacts the necessity to develop sowing management options for decision support. The study's objective was to use a hybrid approach to determine the best planting windows and maize varieties. The combination will guide farmers on planting dates, dry spell probability during critical stages of the crop growth cycle and rainfall cessation. To capture farmer's perception on agroclimatic information, a systematic random sampling of 438 smallholders was carried out. An analysis of climatic data during 1949–2012 was conducted using INSTAT to identify the best planting criterion. The best combination of planting criterion and maize varieties analysis was then achieved by optimizing planting dates and maize varieties in the DSSAT environment. It was found that 56.2% of farmers grew short-season varieties, 40.2% medium-season varieties and 3.6% long-season varieties. It was also established that the number of rain days and maize yield had a strong positive relationship (p = 0.0049). No significant association was found amongst maize yield (p > 0.05), and planting date criteria, Depth (40mm in 4 days), the AREX criterion- Agricultural Research Extension (25 mm rainfall in 7 days) and the MET Criterion-Department of Meteorological Services (40 mm in 15 days). Highest yields were simulated under the combination of medium-season maize variety and the AREX and MET criteria. The range of simulated yields from 0.0 t/ha to 2.8 t/ha formed the basis for the development of an operational decision support tool (cropping calendar) with (RMSE) (0.20). The methodology can be used to select the best suitable maize varieties and a range of planting time. Elsevier 2021-02-06 /pmc/articles/PMC7873380/ /pubmed/33604470 http://dx.doi.org/10.1016/j.heliyon.2021.e06109 Text en © 2021 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Mugiyo, Hillary
Mhizha, Teddious
Chimonyo, Vimbayi.G.P.
Mabhaudhi, Tafadzwanashe
Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title_full Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title_fullStr Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title_full_unstemmed Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title_short Investigation of the optimum planting dates for maize varieties using a hybrid approach: A case of Hwedza, Zimbabwe
title_sort investigation of the optimum planting dates for maize varieties using a hybrid approach: a case of hwedza, zimbabwe
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7873380/
https://www.ncbi.nlm.nih.gov/pubmed/33604470
http://dx.doi.org/10.1016/j.heliyon.2021.e06109
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