Evaluation of random forests and generalized regression neural networks for daily reference evapotranspiration modelling

Y Feng, N Cui, D Gong, Q Zhang, L Zhao - Agricultural Water Management, 2017 - Elsevier
Accurate estimation of reference evapotranspiration (ET 0) is of importance for regional
water resource management. The present study proposed two artificial intelligence models …

Comparison of ELM, GANN, WNN and empirical models for estimating reference evapotranspiration in humid region of Southwest China

Y Feng, N Cui, L Zhao, X Hu, D Gong - Journal of Hydrology, 2016 - Elsevier
Reference evapotranspiration (ET 0) is an essential component in hydrological ecological
processes and agricultural water management. Accurate estimation of ET 0 is of importance …

Calibration of Hargreaves model for reference evapotranspiration estimation in Sichuan basin of southwest China

Y Feng, Y Jia, N Cui, L Zhao, C Li, D Gong - Agricultural Water …, 2017 - Elsevier
Accurate estimation of reference evapotranspiration is vital to hydrological and ecological
processes. The FAO-56 Penman–Monteith (PM) model has the higher accuracy for ET 0 …

Possible impact of climate change on apple yield in Northwest China

M Li, J Guo, J He, C Xu, J Li, C Mi, S Tao - Theoretical and Applied …, 2020 - Springer
Abstract Apples (Malus pumila Mill.) are widely cultivated in 95 countries and regions
around the globe. China is the world's largest producer of apples. Prediction of apple yield in …

Projection of net primary production under changing environment in Xinjiang using an improved wCASA model

S Song, J Niu, SK Singh, T Du - Journal of Hydrology, 2023 - Elsevier
Abstract Net Primary Productivity (NPP) is an important component of the carbon cycle of
terrestrial ecosystems and plays an important role in the evaluation of vegetation growth …

[HTML][HTML] A novel hybrid model combined with ensemble embedded feature selection method for estimating reference evapotranspiration in the North China Plain

H Zhou, L Ma, X Niu, Y Xiang, J Chen, Y Su, J Li… - Agricultural Water …, 2024 - Elsevier
The reference evapotranspiration (ETo) is a key parameter in achieving sustainable use of
agricultural water resources. To accurately acquire ETo under limited conditions, this study …

基于叶面积指数改进双作物系数法估算旱作玉米蒸散.

冯禹, 崔宁博, 龚道枝, 王罕博… - Transactions of the …, 2016 - search.ebscohost.com
为准确估算和区分黄土高原旱作春玉米蒸散(evapotranspiration, ET), 该文基于实测叶面积指数
(leaf area index, LAI) 动态估算基础作物系数, 利用LAI 修正土壤蒸发系数 …

Estimating rainfed spring maize evapotranspiration using modified dual crop coefficient approach based on leaf area index

Y Feng, N Cui, D Gong, H Wang… - Transactions of the …, 2016 - ingentaconnect.com
Evapotranspiration (ET) is vital to energy and water balance in agriculture, and accurate
estimation and partition of ET is needed for crop water productivity improvement. In this …

基于机器学习的遮荫设施内参考作物蒸散量估算.

陈绍民, 李晓丽, 杨启良, 吴立峰… - Transactions of the …, 2022 - search.ebscohost.com
为高效准确地估算遮荫设施内参考作物蒸散量(Reference Evapotranspiration, ET0),
该研究通过分析三七栽培遮荫设施(四周及顶部均由黑色遮阳网遮盖, 通风性较好) …

[PDF][PDF] 基于ANFIS 的陕西省参考作物蒸散量计算

李可利, 张鑫 - 自然资源学报, 2020 - researching.cn
为有效提高陕西省参考作物蒸散量(ET0) 的计算精度, 选取陕西省6 个气象站点57 a (1960—
2016 年) 每日气象资料, 构建8 种基于自适应神经模糊推理系统(ANFIS) 的ET0 计算模型 …