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Land degradation risk dynamics assessment in red and lateritic zones of eastern plateau, India: A combine approach of K-fold CV, data mining and field validation 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2022, 卷号: 69
作者:  Saha, Asish;  Pal, Subodh Chandra;  Chowdhuri, Indrajit;  Islam, Abu Reza Md. Towfiqul;  Roy, Paramita;  Chakrabortty, Rabin
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/20
Red and lateritic agro-climatic zones  Soil erosion  Land degradation  K-fold cross validation  Boosting-REPTree  Ex-situ plant species  
Regression kriging to improve basal area and growing stock volume estimation based on remotely sensed data, terrain indices and forest inventory of black pine forests 期刊论文
发表期刊: NEW ZEALAND JOURNAL OF FORESTRY SCIENCE. 出版年: 2020, 卷号: 50
作者:  Bolat, Ferhat;  Bulut, Sinan;  Gunlu, Alkan;  Ercanli, Ilker;  Senyurt, Muammer
收藏  |  浏览/下载：17/0  |  提交时间：2021/01/07
Forestry  k-fold cross-validation  Landsat 8  Sentinel-2  semi-arid region  
Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate 期刊论文
发表期刊: RENEWABLE ENERGY. 出版年: 2019, 卷号: 139, 页码: 844-858
作者:  Bouchouicha, Kada;  Hassan, Muhammed A.;  Bailek, Nadjem;  Aoun, Nouar
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Solar radiation  Empirical models  K-fold cross-validation  Algerian Big South  Desert climate  
Assimilating optical satellite remote sensing images and field data to predict surface indicators in the Western US: Assessing error in satellite predictions based on large geographical datasets with the use of machine learning 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2019, 卷号: 233
作者:  Zhang, Junzhe;  Okin, Gregory S.;  Zhou, Bo
收藏  |  浏览/下载：23/0  |  提交时间：2020/03/23
Random forest  BLM  AIM and LMF  Drylands  Data assimilation  Remote sensing  k-Fold cross-validation