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Modeling High Pan Evaporation Losses Using Support Vector Machine, Gaussian Processes, and Regression Tree Models 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2024, 卷号: 29, 期号: 5
作者:  Alsumaiei, Abdullah A.
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Pan evaporation  Support vector machine  Gaussian processes  Regression trees  Arid climate  Machine learning  
Evaluation of the performance of data-driven approaches for filling monthly precipitation gaps in a semi-arid climate conditions 期刊论文
发表期刊: ACTA GEOPHYSICA. 出版年: 2023, 卷号: 71, 期号: 5, 页码: 2265-2285
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Artificial neural networks (ANN)  Gaussian processes regression (GPR)  Missing data  Precipitation  Support vector regression (SVR)  Ensemble regression trees (RT)  Linear regression (LR)  
Temporal and spatial changes in soil organic carbon and soil inorganic carbon stocks in the semi-arid area of northeast China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 146
作者:  Wang, Shuai;  Zhuang, Qianlai;  Zhou, Mingyi;  Jin, Xinxin;  Yu, Na;  Yuan, Ting
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
Soil organic carbon  Soil inorganic carbon  Digital soil mapping  Boosted regression trees  
Stoichiometric characteristics drive the soil aggregate stability after 5 years of vegetation restoration in China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2023, 卷号: 11
作者:  Kan, Haiming;  Xu, Hengkang;  Zhang, Guofang;  Chen, Chao;  Pang, Zhuo;  Fan, Xifeng;  Wu, Juying
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
soil aggregate stability  soil erodibility  vegetation restoration measures  stoichiometric characteristics  boosted regression trees (BRT)  
Changes in soil phosphorus fractions under different land uses in desert grasslands in northwestern China 期刊论文
发表期刊: EUROPEAN JOURNAL OF SOIL SCIENCE. 出版年: 2022, 卷号: 73, 期号: 3
作者:  Wang, Zeng-Ru;  Li, Feng-Rui;  Liu, Lu-Lu;  Yang, Kun
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
agricultural and non-agricultural use  boosted regression trees analysis  desert soil  edaphic properties  land-use change  sequentially extracted P fractions  
Rangeland condition assessment in the Gobi Desert: A quantitative approach that places stakeholder evaluations front and Centre 期刊论文
发表期刊: ECOLOGICAL ECONOMICS. 出版年: 2021, 卷号: 181
作者:  Sinclair, Steve J.;  Avirmed, Otgonsuren;  White, Matthew D.;  Batpurev, Khorloo;  Griffioen, Peter A.;  Liu, Canran;  Jambal, Sergelenkhuu;  Sime, Hayley;  Olson, Kirk A.
收藏  |  浏览/下载：17/0  |  提交时间：2021/03/08
Gobi Desert  Rangeland  Ecosystem integrity  Expert system  Inner Asia  Regression trees  
Effects of vegetation restoration on soil properties along an elevation gradient in the karst region of southwest China 期刊论文
发表期刊: AGRICULTURE ECOSYSTEMS & ENVIRONMENT. 出版年: 2021, 卷号: 320
作者:  Zhang, Jun;  Chen, Hongsong;  Fu, Zhiyong;  Wang, Kelin
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Boosted regression trees model  Ecological restoration  Karst ecosystems  Rocky desertification  Soil hydraulic property  
Global quantitative synthesis of effects of biotic and abiotic factors on stemflow production in woody ecosystems 期刊论文
发表期刊: GLOBAL ECOLOGY AND BIOGEOGRAPHY. 出版年: 2021, 卷号: 30, 期号: 8, 页码: 1713-1723
作者:  Zhang, Yafeng;  Wang, Xinping;  Pan, Yanxia;  Hu, Rui;  Chen, Ning;  Sandel, Brody
收藏  |  浏览/下载：39/0  |  提交时间：2021/07/30
boosted regression trees  climate variables  global synthesis  stand characteristics  stemflow  woody ecosystems  
Relative contribution of biotic and abiotic factors to stemflow production and funneling efficiency: A long-term field study on a xerophytic shrub species in Tengger Desert of northern China 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2020, 卷号: 280
作者:  Zhang, Ya-feng;  Wang, Xin-ping;  Pan, Yan-xia;  Hu, Rui
收藏  |  浏览/下载：40/0  |  提交时间：2020/05/22
Stemflow  Biotic variables  Abiotic variables  Boosted regression trees  Relative contribution  
Modeling the Influence of Groundwater Exploitation on Land Subsidence Susceptibility Using Machine Learning Algorithms 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2020, 卷号: 29, 期号: 2, 页码: 1127-1141
作者:  Zamanirad, Mahtab;  Sarraf, Amirpouya;  Sedghi, Hossein;  Saremi, Ali;  Rezaee, Payman
收藏  |  浏览/下载：11/0  |  提交时间：2020/05/22
Land subsidence  Boosted regression trees  Generalized additive model  GIS  Kerdi Shirazi Plain