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Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Modelling species distributions and environmental suitability highlights risk of plant invasions in western United States 期刊论文
发表期刊: DIVERSITY AND DISTRIBUTIONS. 出版年: 2021, 卷号: 27, 期号: 4, 页码: 710-728
作者:  McMahon, Devin E.;  Urza, Alexandra K.;  Brown, Jessi L.;  Phelan, Conor;  Chambers, Jeanne C.
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
arid  AUPRC  climate suitability  forbs  grasses  invasive plants  semi-arid  species distribution modelling  western USA  
Types and spatial contexts of neighborhood greenery matter in associations with weight status in women across 28 US communities 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2021, 卷号: 199
作者:  Tsai, Wei-Lun;  Nash, Maliha S.;  Rosenbaum, Daniel J.;  Prince, Steven E.;  D'Aloisio, Aimee A.;  Neale, Anne C.;  Sandler, Dale P.;  Buckley, Timothy J.;  Jackson, Laura E.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
EnviroAtlas  Sister study  Eco-health  Urban greenery  Climate  
Dynamic characteristics and driving factors of vegetation greenness under changing environments in Xinjiang, China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  He, Panxing;  Sun, Zongjiu;  Han, Zhiming;  Dong, Yiqiang;  Liu, Huixia;  Meng, Xiaoyu;  Ma, Jun
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Vegetation greenness  Abrupt change  Gradual change  Environmental factors  Land-use management  Xinjiang  
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xinjiang, China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 54, 期号: 1, 页码: 158-181
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Climate and geochemistry interactions at different altitudes influence soil organic carbon turnover times in alpine grasslands 期刊论文
发表期刊: AGRICULTURE ECOSYSTEMS & ENVIRONMENT. 出版年: 2021, 卷号: 320
作者:  Zhao, Yun Fei;  Wang, Xia;  Jiang, Si Long;  Zhou, Xiao He;  Liu, Hui Ying;  Xiao, Jin Jin;  Hao, Zhi Guo;  Wang, Kai Chang
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/29
Alpine grassland  Carbon turnover times  Geochemistry  Climate  Altitude  Tibet Plateau  
基于增强回归树的红壤旱坡花生地气态氮损失影响因素分析 期刊论文
发表期刊: 生态与农村环境学报. 出版年: 2021, 卷号: 37, 期号: 5, 页码: 1673-4831
作者:  尤昆明;  刘士余;  聂小飞;  胡小丹;  郑海金
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
red soil  arid hillside  peanut field  N_2O emission  NH_3 volatilization  boosted regression tree(BRT)  
Assessing the PM10 emission potential of sandy, dryland soils in South Africa using the PI-SWERL 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2021, 卷号: 53
作者:  Vos, Heleen C.;  Fister, Wolfgang;  Holdt, Johanna R. von;  Eckardt, Frank D.;  Palmer, Anthony R.;  Kuhn, Nikolaus J.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
PI-SWERL  Dust emission  Croplands  South Africa  Soil crust  
Factors affecting topographic thresholds in gully erosion occurrence and its management using predictive machine learning models 期刊论文
发表期刊: EARTH SCIENCES RESEARCH JOURNAL. 出版年: 2021, 卷号: 25, 期号: 4
作者:  Valipour, Mahdieh;  Mohseni, Neda;  Hosseinzadeh, Seyed Reza
收藏  |  浏览/下载：4/0  |  提交时间：2022/03/17
boosted regression tree  erosion  prediction  reliability  support vector machine  
Modeling of Groundwater Potential Using Cloud Computing Platform: A Case Study from Nineveh Plain, Northern Iraq 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Al-Ozeer, Ali ZA.;  Al-Abadi, Alaa M.;  Hussain, Tariq Abed;  Fryar, Alan E.;  Pradhan, Biswajeet;  Alamri, Abdullah;  Abdul Maulud, Khairul Nizam
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
cloud computing  groundwater potential mapping  GIS  machine learning  Iraq