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Using quantile mapping and random forest for bias-correction of high-resolution reanalysis precipitation data and CMIP6 climate projections over Iran 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2024
作者:  Raeesi, Maryam;  Zolfaghari, Ali Asghar;  Kaboli, Seyed Hasan;  Rahimi, Mohammad;  de Vente, Joris;  Eekhout, Joris P. C.
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
annual precipitation projection  bias-correction methods  data mining  ERA5-Land reanalysis data  quantile mapping  random forest algorithm  
Prediction of Soil Inorganic Carbon at Multiple Depths Using Quantile Regression Forest and Digital Soil Mapping Technique in the Thar Desert Regions of India 期刊论文
发表期刊: COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS. 出版年: 2023, 卷号: 54, 期号: 21, 页码: 2977-2994
作者:  Moharana, Pravash Chandra;  Dharumarajan, S.;  Yadav, Brijesh;  Jena, Roomesh Kumar;  Pradhan, Upendra Kumar;  Sahoo, Sonalika;  Meena, Ram Swaroop;  Nogiya, Mahaveer;  Meena, Roshan Lal;  Singh, Ram Sakal;  Singh, Surendra Kumar;  Dwivedi, Brahma Swarup
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Desert regions of India  digital soil mapping  quantile regression forest  soil inorganic carbon  
Projected changes in meteorological drought over East Africa inferred from bias-adjusted CMIP6 models 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022, 卷号: 113, 期号: 2, 页码: 1151-1176
作者:  Ayugi, Brian;  Shilenje, Zablon Weku;  Babaousmail, Hassen;  Sian, Kenny T. C. Lim Kam;  Mumo, Richard;  Dike, Victor Nnamdi;  Iyakaremye, Vedaste;  Chehbouni, Abdelghani;  Ongoma, Victor
收藏  |  浏览/下载：9/0  |  提交时间：2024/09/20
Precipitation  Drought  Climate change  Quantile mapping  SSP  East Africa  
Machine learning in space and time for modelling soil organic carbon change 期刊论文
发表期刊: EUROPEAN JOURNAL OF SOIL SCIENCE. 出版年: 2020
作者:  Heuvelink, Gerard B. M.;  Angelini, Marcos E.;  Poggio, Laura;  Bai, Zhanguo;  Batjes, Niels H.;  van den Bosch, Rik;  Bossio, Deborah;  Estella, Sergio;  Lehmann, Johannes;  Olmedo, Guillermo F.;  Sanderman, Jonathan
收藏  |  浏览/下载：8/0  |  提交时间：2020/08/14
Argentina  carbon stock  climate change  land degradation  quantile regression forest  space-time mapping  
Bias Correction of Satellite-Based Precipitation Estimations Using Quantile Mapping Approach in Different Climate Regions of Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 13
作者:  Katiraie-Boroujerdy, Pari-Sima;  Naeini, Matin Rahnamay;  Asanjan, Ata Akbari;  Chavoshian, Ali;  Hsu, Kuo-lin;  Sorooshian, Soroosh
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/07
satellite-based precipitation  PERSIANN-CCS  bias correction  quantile mapping  extreme events  Iran  
Modeling soil organic carbon with Quantile Regression: Dissecting predictors’ effects on carbon stocks 期刊论文
发表期刊: GEODERMA. 出版年: 2018, 卷号: 318, 页码: 148-159
作者:  Lornbardo, Luigi;  Saia, Sergio;  Schillaci, Calogero;  Mai, P. Martin;  Huser, Raphael
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Quantile Regression  R coding  Topsoil organic carbon  Digital soil mapping  Mediterranean agro-ecosystem  
Comparison of BIAS correction techniques for GPCC rainfall data in semi-arid climate 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2016, 卷号: 30, 期号: 6, 页码: 1659-1675
作者:  Ajaaj, Aws A.;  Mishra, Ashok. K.;  Khan, Abdul A.
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
GPCC data  Bias  Multiplicative shift  Quantile mapping  Iraq  
Human influence on changes in the distribution of land precipitation 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2014, 卷号: 511, 页码: 589-593
作者:  Alkama, Ramdane
Adobe PDF(1360Kb)  |  收藏  |  浏览/下载：8/4  |  提交时间：2019/11/29
Land precipitation change  Anthropogenic effect  CMIP5 experiments  Quantile mapping method