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Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Tree-based algorithms for spatial modeling of soil particle distribution in arid and semi-arid region 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 3
作者:  Abakay, Osman;  Kilic, Mirac;  Gunal, Hikmet;  Kilic, Orhan Mete
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Digital soil mapping  Sand  Clay  Silt  Remote sensing  Particle size distribution  Model  Data mining  
Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish background levels 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Keshavarzi, Ali;  Hussein, Abdullahi M.;  Al-Farraj, Abdullah S.;  Brevik, Eric C.
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Digital soil mapping  Environmental covariates  Geogenic origin  Harmful metals  Multivariate statistical analysis  
Estimating soil organic carbon content of multiple soil horizons in the middle and upper reaches of the Heihe River Basin 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Wei, Lifei;  Tian, Shuang;  Lu, Qikai;  Zhong, Yanfei;  Zheng, Yongqi;  Lu, Yujie;  Xiao, Zhiwei
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Soil organic carbon  Soil horizon  Digital soil mapping  Machine learning  Heihe River Basin  
Prediction of soil organic matter using Landsat 8 data and machine learning algorithms in typical karst cropland in China 期刊论文
发表期刊: EUROPEAN JOURNAL OF AGRONOMY. 出版年: 2024, 卷号: 160
作者:  Chang, Naijie;  Chen, Di
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Digital soil mapping  Soil organic matter  Machine learning  Landsat 8  Karst cropland  
Spatial prediction of lime requirements by adjusting aluminium saturation in Sub-Saharan Africa croplands 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2024, 卷号: 908
作者:  Uwiragiye, Yves;  Ngaba, Mbezele Junior Yannick;  Yang, Mingxia;  Elrys, Ahmed S.;  Chen, Zhujun;  Cheng, Yi;  Zhou, Jianbin
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Aluminium saturation  Digital soil mapping  Lime requirement  
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  
Random Forest Modeling of Soil Properties in Saline Semi-Arid Areas 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2023, 卷号: 13, 期号: 5
作者:  Suleymanov, Azamat;  Gabbasova, Ilyusya;  Komissarov, Mikhail;  Suleymanov, Ruslan;  Garipov, Timur;  Tuktarova, Iren;  Belan, Larisa
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
digital soil mapping  dry residue  machine learning  pH  salt-affected soil  soil organic carbon  
Digital mapping of the global soil δ15N at 0.1° x 0.1° resolution using random forest regression with climate classification 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 155
作者:  Zan, Qilin;  Lai, Xiaoming;  Zhu, Qing;  Li, Liuyang;  Liao, Kaihua
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
Nitrogen isotope  Soil delta N-15  Digital soil mapping  Random forest regression  Global scale  Nitrogen cycle  
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