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 …

Spatiotemporal variability of reference evapotranspiration and contributing climatic factors in China during 1961–2013

Z Wang, P Xie, C Lai, X Chen, X Wu, Z Zeng, J Li - Journal of Hydrology, 2017 - Elsevier
Reference evapotranspiration (ETo) is an important parameter for characterization of the
hydrological cycle, and it is also important for agricultural, environmental and other studies …

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 …

[PDF][PDF] 京津冀地区潜在蒸散量时空演变特征及归因分析.

毕彦杰, 赵晶, 赵勇, 肖伟华… - Transactions of the …, 2020 - researchgate.net
为了深入认识京津冀地区潜在蒸散量的时空变化特征及其对气候变化的响应,
该研究基于京津冀地区23 个气象站57 a 逐日气象观测资料, 应用Penman-Monteith …

Spatiotemporal variation of reference evapotranspiration during 1954–2013 in Southwest China

Y Feng, N Cui, L Zhao, D Gong, K Zhang - Quaternary International, 2017 - Elsevier
Abstract Analysis of temporal trend and spatial variation of reference evapotranspiration (ET
0) is important in Southwest China, where water resources are vulnerable under the impacts …

Estimation of maize evapotranspiration using extreme learning machine and generalized regression neural network on the China Loess Plateau

Y Feng, D Gong, X Mei, N Cui - Hydrology Research, 2017 - iwaponline.com
Accurately estimating crop evapotranspiration (ET) is essential for agricultural water
management in arid and semiarid croplands. This study developed extreme learning …

考虑辐射改进Hargreaves 模型计算川中丘陵区参考作物蒸散量.

贾悦, 崔宁博, 魏新平, 龚道枝… - Transactions of the …, 2016 - search.ebscohost.com
为提高Hargreaves-Samani (HS) 模型对参考作物蒸散量(reference crop evapotranspiration,
ET0) 的计算精度, 利用川中丘陵区13 个代表站点1954~ 2013 年近60 a 逐日数据 …

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 …

Prediction model of reference crop evapotranspiration based on, extreme learning machine.

F Yu, W Xinping, C Ningbo… - Transactions of the …, 2015 - search.ebscohost.com
Reference crop evapotranspiration (ET< sub> 0) is an essential parameter of water resource
planning and management. Accurate estimation of ET< sub> 0 becomes vital in planning …