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Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan
Both weather fluctuation and farming system influence the epidemiology of crop diseases. However, short-term experiments are difficult to mechanistically extrapolate into long-term ecological responses. Using a mechanistic model with Bayesian inference, long-term data spanning 10 years were used to...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8917239/ https://www.ncbi.nlm.nih.gov/pubmed/35277560 http://dx.doi.org/10.1038/s41598-022-08139-7 |
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author | Chiu, Ming-Chih Chen, Chi-Ling Chen, Chun-Wei Lin, Hsing-Juh |
author_facet | Chiu, Ming-Chih Chen, Chi-Ling Chen, Chun-Wei Lin, Hsing-Juh |
author_sort | Chiu, Ming-Chih |
collection | PubMed |
description | Both weather fluctuation and farming system influence the epidemiology of crop diseases. However, short-term experiments are difficult to mechanistically extrapolate into long-term ecological responses. Using a mechanistic model with Bayesian inference, long-term data spanning 10 years were used to construct relationships among weather fluctuation (temperature, relative humidity, wind, and rainfall), farming system (conventional and low-external-input farming), and crop disease in experimental rice fields in Taiwan. Conventional and low-external-input farming had similar influences on the disease incidence of rice blast. Temperature had a positive influence on the disease incidence only under high relative humidity. Rainfall positively affected the disease incidence until an optimum level of rainfall. Low-external-input farming, with a lower application of fertilizers and other sustainable nutrient management, achieved similar effects on the disease incidence to those achieved by conventional farming. This suggests that weather fluctuation may override the effect of the farming systems on fungal disease incidence in rice fields. |
format | Online Article Text |
id | pubmed-8917239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89172392022-03-16 Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan Chiu, Ming-Chih Chen, Chi-Ling Chen, Chun-Wei Lin, Hsing-Juh Sci Rep Article Both weather fluctuation and farming system influence the epidemiology of crop diseases. However, short-term experiments are difficult to mechanistically extrapolate into long-term ecological responses. Using a mechanistic model with Bayesian inference, long-term data spanning 10 years were used to construct relationships among weather fluctuation (temperature, relative humidity, wind, and rainfall), farming system (conventional and low-external-input farming), and crop disease in experimental rice fields in Taiwan. Conventional and low-external-input farming had similar influences on the disease incidence of rice blast. Temperature had a positive influence on the disease incidence only under high relative humidity. Rainfall positively affected the disease incidence until an optimum level of rainfall. Low-external-input farming, with a lower application of fertilizers and other sustainable nutrient management, achieved similar effects on the disease incidence to those achieved by conventional farming. This suggests that weather fluctuation may override the effect of the farming systems on fungal disease incidence in rice fields. Nature Publishing Group UK 2022-03-11 /pmc/articles/PMC8917239/ /pubmed/35277560 http://dx.doi.org/10.1038/s41598-022-08139-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chiu, Ming-Chih Chen, Chi-Ling Chen, Chun-Wei Lin, Hsing-Juh Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title | Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title_full | Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title_fullStr | Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title_full_unstemmed | Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title_short | Weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in Taiwan |
title_sort | weather fluctuation can override the effects of integrated nutrient management on fungal disease incidence in the rice fields in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8917239/ https://www.ncbi.nlm.nih.gov/pubmed/35277560 http://dx.doi.org/10.1038/s41598-022-08139-7 |
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