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Impacts of Climate Change on Runoff in the Heihe River Basin, China 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2024, 卷号: 15, 期号: 5
作者:  Liu, Qin;  Cheng, Peng;  Lyu, Meixia;  Yan, Xinyang;  Xiao, Qingping;  Li, Xiaoqin;  Wang, Lei;  Bao, Lili
收藏  |  浏览/下载：36/0  |  提交时间：2024/10/04
Heihe River Basin  climate change  runoff changes  machine learning methods  runoff forecasting models  
Utilizing Machine Learning Models with Limited Meteorological Data as Alternatives for the FAO-56PM Model in Estimating Reference Evapotranspiration 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2024, 卷号: 38, 期号: 6, 页码: 1921-1942
作者:  Amani, Shima;  Shafizadeh-Moghadam, Hossein;  Morid, Saeid
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Reference evapotranspiration  FAO-56PM  Machine learning  Experimental models  
Integrating proximal soil sensing data and environmental variables to enhance the prediction accuracy for soil salinity and sodicity in a region of Xinjiang Province, China 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2024, 卷号: 364
作者:  Zhao, Shuai;  Ayoubi, Shamsollah;  Mousavi, Seyed Roohollah;  Mireei, Seyed Ahmad;  Shahpouri, Faezeh;  Wu, Shi-xin;  Chen, Chun-bo;  Zhao, Zhen-yong;  Tian, Chang-yan
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Machine learning models  Salinity and sodicity maps  Digital soil mapping  Arid region  
Land degradation vulnerability mapping in a west coast river basin of India using analytical hierarchy process combined machine learning models 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 35, 页码: 83975-83990
作者:  Das, Bappa;  Desai, Sujeet;  Daripa, Amrita;  Anand, Gurav Chandrakant;  Kumar, Uttam;  Khalkho, Dhiraj;  Thangavel, Velumani;  Kumar, Nirmal;  Reddy, Gangalakunta Obi P.;  Kumar, Parveen
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
AHP  Machine learning models  Hybrid modelling  Land degradation vulnerability index  Mandovi river basin  
Advanced Machine Learning Model for Prediction of Drought Indices using Hybrid SVR-RSM 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 2, 页码: 683-712
作者:  Piri, Jamshid;  Abdolahipour, Mohammad;  Keshtegar, Behrooz
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Machine learning models  Drought indices  Hybrid model  Drought prediction  SVR-RSM  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：54/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Multisensor models for assessing recurrent fire compatibility with habitat recovery for a critically endangered species 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2022, 卷号: 269
作者:  Sesnie, Steven E.;  Johnson, Lacrecia;  Yurcich, Emily;  Sisk, Thomas D.;  Goodwin, John;  Chester, Rebecca
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
Multisensor fusion  LiDAR  Worldview3  Machine learning  Habitat suitability  Masked bobwhite quail  Structural equation models  
Reference evapotranspiration estimation in hyper-arid regions via D-vine copula based-quantile regression and comparison with empirical approaches and machine learning models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2022, 卷号: 44
作者:  Abdallah, Mohammed;  Mohammadi, Babak;  Zaroug, Modathir A. H.;  Omer, Abubaker;  Cheraghalizadeh, Majid;  Eldow, Mohamed E. E.;  Duan, Zheng
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Reference evapotranspiration  Empirical models  Quantile regression  Machine learning  Sudan  Hyper -arid region  
The Role of Soil Salinization in Shaping the Spatio-Temporal Patterns of Soil Organic Carbon Stock 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 13
作者:  Zhang, Wenli;  Zhang, Wei;  Liu, Yubing;  Zhang, Jutao;  Yang, Linshan;  Wang, Zengru;  Mao, Zhongchao;  Qi, Shi;  Zhang, Chengqi;  Yin, Zhenliang
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
soil salinity  soil organic carbon  machine learning  extreme gradient boosting models  arid inland regions  
Prediction of flood quantiles at ungauged catchments for the contiguous USA using Artificial Neural Networks 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2021
作者:  Filipova, Valeriya;  Hammond, Anthony;  Leedal, David;  Lamb, Rob
收藏  |  浏览/下载：34/0  |  提交时间：2022/02/12
ANN models  flood frequency analysis  machine learning  ungauged basins