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Soil organic carbon fractions in the Great Plains of the United States: an application of mid-infrared spectroscopy 期刊论文
发表期刊: BIOGEOCHEMISTRY. 出版年: 2021
作者:  Sanderman, Jonathan;  Baldock, Jeffrey A.;  Dangal, Shree R. S.;  Ludwig, Sarah;  Potter, Stefano;  Rivard, Charlotte;  Savage, Kathleen
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
Particulate carbon  Pyrogenic carbon  Mineral stabilization  Chemometrics  Carbon cycling  Predictive soil mapping  
Regional suitability prediction of soil salinization based on remote-sensing derivatives and optimal spectral index 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 775
作者:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Ariken, Muhadaisi;  Zhou, Xiaohong;  Wang, Yishan
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Gray correlation analysis  Landsat-8 OLI  Optimal spectral indices  Sentinel-2A MSI  Soil salinization  
Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 119
作者:  Wang, Zheng;  Zhang, Xianlong;  Zhang, Fei;  Ngai Weng Chan;  Kung, Hsiang-te;  Liu, Suhong;  Deng, Laifei
收藏  |  浏览/下载：11/0  |  提交时间：2021/01/07
Remote sensing  Particle swarm optimization  Support vector machine (SVM)  Fractional derivative  Soil salt content  Hyperspectral index  
Comparing three approaches of spatial disaggregation of legacy soil maps based on the Disaggregation and Harmonisation of Soil Map Units Through Resampled Classification Trees (DSMART) algorithm 期刊论文
发表期刊: SOIL. 出版年: 2020, 卷号: 6, 期号: 2, 页码: 371-388
作者:  Ellili-Bargaoui, Yosra;  Malone, Brendan Philip;  Michot, Didier;  Minasny, Budiman;  Vincent, Sebastien;  Walter, Christian;  Lemercier, Blandine
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2020, 卷号: 24, 期号: 3, 页码: 1485-1509
作者:  Pan, Shufen;  Pan, Naiqing;  Tian, Hanqin;  Friedlingstein, Pierre;  Sitch, Stephen;  Shi, Hao;  Arora, Vivek K.;  Haverd, Vanessa;  Jain, Atul K.;  Kato, Etsushi;  Lienert, Sebastian;  Lombardozzi, Danica;  Nabel, Julia E. M. S.;  Otte, Catherine;  Poulter, Benjamin;  Zaehle, Soenke;  Running, Steven W.
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/22
National digital soil map of organic matter in topsoil and its associated uncertainty in 1980's China 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 335, 页码: 47-56
作者:  Liang, Zongzheng;  Chen, Songchao;  Yang, Yuanyuan;  Zhao, Ruiying;  Shi, Zhou;  Rossel, Raphael A. Viscarra
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Soil organic matter  Spatial modeling  Cubist machine learning algorithm  Soil map  Uncertainty assessment  
McGET: A rapid image-based method to determine the morphological characteristics of gravels on the Gobi desert surface 期刊论文
发表期刊: GEOMORPHOLOGY. 出版年: 2018, 卷号: 304, 页码: 89-98
作者:  Mu, Yue;  Wang, Feng;  Zheng, Bangyou;  Guo, Wei;  Feng, Yiming
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Desert pavement  Classification and regression tree (CART)  Gravel coverage  Gravel morphology  Image analysis  
Contrasting responses of water use efficiency to drought across global terrestrial ecosystems 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2016, 卷号: 6
作者:  Yang, Yuting;  Guan, Huade;  Batelaan, Okke;  McVicar, Tim R.;  Long, Di;  Piao, Shilong;  Liang, Wei;  Liu, Bing;  Jin, Zhao;  Simmons, Craig T.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Using knowledge discovery with data mining from the Australian Soil Resource Information System database to inform soil carbon mapping in Australia 期刊论文
发表期刊: GLOBAL BIOGEOCHEMICAL CYCLES. 出版年: 2009, 卷号: 23
作者:  Bui, Elisabeth;  Henderson, Brent;  Viergever, Karin
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/28