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Digital soil mapping for soil types using machine learning approaches at the landscape scale in the arid regions of Iran 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2024, 卷号: 74, 期号: 1, 页码: 1-16
作者:  Manteghi, Shaho;  Moravej, Kamran;  Mousavi, Seyed Roohollah;  Delavar, Mohammad Amir;  Mastinu, Andrea
收藏  |  浏览/下载：45/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Multidimensional framework for analyzing the distribution patterns of traditional villages in the karst landscape regions of China 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2023, 卷号: 77
作者:  Li, Xiaoqi;  Yang, Qichi;  Lyu, Xinyi;  Ye, Ying;  Zhang, Bin
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Traditional villages  Multidimensional  Spatial distribution  Multisource dataset  Karst landform areas in China  
A New Approach to Spatial Landslide Susceptibility Prediction in Karst Mining Areas Based on Explainable Artificial Intelligence 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 4
作者:  Fang, Haoran;  Shao, Yun;  Xie, Chou;  Tian, Bangsen;  Shen, Chaoyong;  Zhu, Yu;  Guo, Yihong;  Yang, Ying;  Chen, Guanwen;  Zhang, Ming
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
landslides susceptibility map  explainable AI  GIS  Karst landform  coal mining  
Community assembly along a successional chronosequence in the northern tropical karst mountains, South China 期刊论文
发表期刊: PLANT AND SOIL. 出版年: 2023, 卷号: 491, 期号: 1-2, 页码: 317-331
作者:  Fu, Ruiyu;  Dai, Licong;  Zhang, Zhonghua;  Hu, Gang
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Karst landform  Community assembly  Successional stage  Species diversity  Phylogenetic structure  Leaf functional traits  
Viscous creep of ice-rich permafrost debris in a recently uncovered proglacial area in the Tianshan Mountains, China 期刊论文
发表期刊: ADVANCES IN CLIMATE CHANGE RESEARCH. 出版年: 2022, 卷号: 13, 期号: 4, 页码: 540-553
作者:  Zhou, Yu;  LI, Guo-Yu;  Jin, Hui-Jun;  Marchenko, Sergey S.;  Ma, Wei;  Du, Qing-Song;  Li, Jin-Ming;  Chen, Dun
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
Alpine permafrost  Viscous creep  Debris-covered glacier margins  Climate warming  Landform transition  Evolution of rock glacier  
Control of soil organic carbon under karst landforms: A case study of Guizhou Province, in southwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2022, 卷号: 145
作者:  Huang, Kaiwen;  Ma, Zhen;  Wang, Xingfu;  Shan, Junyue;  Zhang, Zhenming;  Xia, Pinhua;  Jiang, Xin;  Wu, Xianliang;  Huang, Xianfei
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
Soil organic carbon  Spatial variability  Karst landform  Determinants  Soil carbon sequestration  
High-precision remote sensing mapping of aeolian sand landforms based on deep learning algorithms 期刊论文
发表期刊: OPEN GEOSCIENCES. 出版年: 2022, 卷号: 14, 期号: 1, 页码: 224-233
作者:  Du, Huishi;  Wang, Jingfa;  Han, Cheng
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
deep learning  aeolian landform  remote sensing mapping  Horqin Sandy Land  
The recent evolution of dune landforms and its environmental indications in the mid-latitude desert area (Hexi Corridor) 期刊论文
发表期刊: JOURNAL OF GEOGRAPHICAL SCIENCES. 出版年: 2022, 卷号: 32, 期号: 4, 页码: 617-644
作者:  Zhu Bingqi
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
dune landform  Gobi landform  grain size sedimentology  elemental geochemistry  global warming  desertification  mid-latitude deserts  
Automated Characterization of Yardangs Using Deep Convolutional Neural Networks 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Gao, Bowen;  Chen, Ninghua;  Blaschke, Thomas;  Wu, Chase Q.;  Chen, Jianyu;  Xu, Yaochen;  Yang, Xiaoping;  Du, Zhenhong
收藏  |  浏览/下载：31/0  |  提交时间：2021/07/30
aeolian landform  yardang  morphological characteristic  deep learning  Mask R-CNN  Google Earth imagery  
Influence of Surface Water on Desert Vegetation Expansion at the Landscape Scale: A Case Study of the Daliyabuyi Oasis, Taklamakan Desert 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 17
作者:  Li, Hao;  Shi, Qingdong;  Wan, Yanbo;  Shi, Haobo;  Imin, Bilal
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Daliyabuyi Oasis  surface water  vegetation expansion  landform  landscape