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Updated: Jul 8, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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与DSSAT集成机器学习和实证蒸发透气模型:对农业水资源管理的影响

Niguss Solomon Hailegnaw1, Haimanote K Bayabil1, Mulatu Liyew Berihun2

  • 1Agricultural and Biological Engineering Department, Tropical Research and Education Center, IFAS, University of Florida, Homestead, FL, USA.

The Science of the total environment
|December 18, 2023
PubMed
概括

准确的参考蒸发转化率 (ETO) 估计对于水资源管理至关重要. 像神经网络 (NN) 和随机森林 (RF) 这样的机器学习模型比实证模型表现出更高的性能,尽管校准的实证模型提供了可行的替代方案.

关键词:
农业 农业 农业 农业佛罗里达州 佛罗里达州 佛罗里达州 佛罗里达州灌灌方式甜玉米是一种甜玉米.蔬菜 蔬菜是一种蔬菜.水资源 水资源是水资源.

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