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Comprehensive Response of Daily Transpiration from Armeniaca sibirica Plantations to Meteorological and Soil Moisture/Temperature Conditions on the Semi-Arid Loess Plateau, China 期刊论文
发表期刊: FORESTS. 出版年: 2024, 卷号: 15, 期号: 2
作者:  Han, Xinsheng;  Liu, Guangquan;  Xu, Hao;  Dong, Liguo;  Wang, Xiao
收藏  |  浏览/下载：52/0  |  提交时间：2024/10/04
tree transpiration  potential evapotranspiration  soil moisture  soil temperature  ecological economic forest  apricot  semi-arid region  
Increasing contribution of alluvial groundwater to riparian cottonwood forest water use through warm and dry summers 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2023, 卷号: 329
作者:  Zimmerman, Oscar R.;  Pearce, David W.;  Woodman, Samuel G.;  Rood, Stewart B.;  Flanagan, Lawrence B.
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Environmental flow regime  Evapotranspiration  Groundwater  Populus  Riparian forest  White method  
Prediction of maize crop coefficient from UAV multisensor remote sensing using machine learning methods 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 276
作者:  Shao, Guomin;  Han, Wenting;  Zhang, Huihui;  Zhang, Liyuan;  Wang, Yi;  Zhang, Yu
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Crop water requirement  FAO56  Evapotranspiration  UAV  Crop coefficient  Random Forest regression  
Estimation of Spring Maize Evapotranspiration in Semi-Arid Regions of Northeast China Using Machine Learning: An Improved SVR Model Based on PSO and RF Algorithms 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 8
作者:  Hou, Wenjie;  Yin, Guanghua;  Gu, Jian;  Ma, Ningning
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
spring maize  crop evapotranspiration  support vector regression  particle swarm optimization  random forest  
Evaluating the different methods for estimating groundwater evapotranspiration using diurnal water table fluctuations 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 607
作者:  Su Yonghong;  Feng Qi;  Zhu Gaofeng;  Zhang Qi
收藏  |  浏览/下载：71/0  |  提交时间：2022/03/17
Riparian forest  Groundwater evapotranspiration  Water table fluctuation  Specific yield  The White method  The Soylu method  The Hays method  
Impacts of forest loss on local climate across the conterminous United States: Evidence from satellite time-series observations 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 802
作者:  Li, Yang;  Liu, Yanlan;  Bohrer, Gil;  Cai, Yongyang;  Wilson, Aaron;  Hu, Tongxi;  Wang, Zhihao;  Zhao, Kaiguang
收藏  |  浏览/下载：48/0  |  提交时间：2021/11/19
Forest loss  Local land surface temperature  Biophysical effects  Albedo  Evapotranspiration  
Using Remote Sensing to Quantify the Joint Effects of Climate and Land Use/Land Cover Changes on the Caatinga Biome of Northeast Brazilian 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 8
作者:  Jardim, Alexandre Manicoba da Rosa Ferraz;  Araujo Junior, George do Nascimento;  da Silva, Marcos Vinicius;  dos Santos, Anderson;  da Silva, Jhon Lennon Bezerra;  Pandorfi, Heliton;  de Oliveira-Junior, Jose Francisco;  Teixeira, Antonio Heriberto de Castro;  Teodoro, Paulo Eduardo;  de Lima, Joao L. M. P.;  da Silva Junior, Carlos Antonio;  de Souza, Luciana Sandra Bastos;  Silva, Emanuel Araujo;  Silva, Thieres George Freire da
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/20
tropical dry forest  surface energy balance  Brazilian semi-arid  SEBAL  actual evapotranspiration  
Evapotranspiration Response to Climate Change in Semi-Arid Areas: Using Random Forest as Multi-Model Ensemble Method 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Ruiz- Alvarez, Marcos;  Gomariz-Castillo, Francisco;  Alonso-Sarria, Francisco
收藏  |  浏览/下载：39/0  |  提交时间：2021/03/08
random forest regression  reference evapotranspiration  multi-model ensembles  Climate Change  fifth assessment report  random forest regression kriging  Kling-Gupta efficiency  
Towards a remote sensing data based evapotranspiration estimation in Northern Australia using a simple random forest approach 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 191
作者:  Douna, V;  Barraza, V;  Grings, F.;  Huete, A.;  Restrepo-Coupe, N.;  Beringer, J.
收藏  |  浏览/下载：24/0  |  提交时间：2021/07/30
Evapotranspiration  Remote sensing  Random forest  Australia  
Comparison of different empirical methods and data-driven models for estimating reference evapotranspiration in semi-arid Central Anatolian Region of Turkey 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 19
作者:  Yurtseven, Ibrahim;  Serengil, Yusuf
收藏  |  浏览/下载：37/0  |  提交时间：2022/03/17
Reference evapotranspiration (ETo)  Empirical methods  Artificial neural networks (ANN)  Support vector machines (SVM)  Random forest (RF)  Multiple linear regression (MLR)