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优化马里气候变化下有机棉花的堆肥施肥类型、时间和剂量:建模研究。

Optimizing type, date, and dose of compost fertilization of organic cotton under climate change in Mali: A modeling study.

机构信息

Regional Agricultural Research Center, Institute of Rural Economy (IER), Sotuba, Bamako, Mali.

CIRAD, UPR AIDA, Cotonou, Bénin.

出版信息

PLoS One. 2024 Aug 14;19(8):e0308736. doi: 10.1371/journal.pone.0308736. eCollection 2024.

Abstract

Adapting organic farming to climate change is a major issue. Cotton yields in Mali are declining due to deteriorating climatic conditions, soil fertility, and poor management. This study aimed to improve organic cotton yield in Mali in the future climate with the optimal choice of compost type, date, and dose of application. Experimental data collected in 2021 from the Sotuba research station in Mali was used for calibration and evaluation of the crop model DSSAT CSM-CROPGRO-Cotton model using phenology, leaf area index, and seed cotton yield. Climate data from the RCP4.5 and RCP8.5 scenarios of the GFDL-ESM2M model were used for future weather datasets for 2020-2039, 2040-2059, and 2060-2079. The model was able to simulate anthesis and maturity with excellent results, with nRMSE < 4%, and seed cotton yields moderately well, an nRMSE of 26% during calibration and 20.3% in evaluation. The scenario RCP8.5 from 2060 to 2079 gave the best seed cotton yields. Seed cotton yields with RCP4.5 and RCP8.5 were all better with the mid-May application period of small ruminant silo compost at 7.5 t/ha. In such conditions, more than 75% of the cases would produce more than 2000 kg/ha of seed cotton.

摘要

适应气候变化是有机农业面临的主要问题。马里的棉花产量因气候条件恶化、土壤肥力下降和管理不善而下降。本研究旨在通过选择最佳的堆肥类型、日期和施用量,来提高未来气候条件下马里的有机棉花产量。本研究利用 2021 年在马里 Sotuba 研究站收集的实验数据,对作物模型 DSSAT CSM-CROPGRO-Cotton 进行了校准和评估,评估指标包括物候期、叶面积指数和皮棉产量。本研究使用了 GFDL-ESM2M 模型的 RCP4.5 和 RCP8.5 情景下的气候数据,来生成 2020-2039 年、2040-2059 年和 2060-2079 年的未来天气数据集。模型能够很好地模拟棉花的开花期和成熟期,nRMSE<4%,皮棉产量的 nRMSE 在校准期为 26%,在验证期为 20.3%。在 RCP8.5 情景下,2060 年至 2079 年的皮棉产量最高。在 RCP4.5 和 RCP8.5 情景下,小反刍动物青贮堆肥在 5 月中旬以 7.5 吨/公顷的用量施用时,皮棉产量最高。在这种情况下,超过 75%的情况下皮棉产量会超过 2000 公斤/公顷。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/925f/11324123/d3ee52b25cdf/pone.0308736.g001.jpg

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