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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：49/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Response of solar-induced chlorophyll fluorescence-based spatial and temporal evolution of vegetation in Xinjiang to multiscale drought 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2024, 卷号: 15
作者:  Xue, Cong;  Zan, Mei;  Zhou, Yanlian;  Chen, Zhizhong;  Kong, Jingjing;  Yang, Shunfa;  Zhai, Lili;  Zhou, Jia
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
GOSIF  SPEI  multiscale  spatiotemporal characteristics  Xinjiang arid zone  
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：33/0  |  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：39/0  |  提交时间：2024/10/04
Digital soil mapping  Sand  Clay  Silt  Remote sensing  Particle size distribution  Model  Data mining  
A geospatial approach-based assessment of soil erosion impacts on the dams silting in the semi-arid region 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2024, 卷号: 15, 期号: 1
作者:  Djoukbala, Omar;  Djerbouai, Salim;  Alqadhi, Saeed;  Hasbaia, Mahmoud;  Benselama, Oussama;  Abdo, Hazem Ghassan;  Mallick, Javed
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Erosive process  dams silting  GIS  RS  RUSLE  Algeria  
A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
BSM-YOLO: A Dynamic Sparse Attention-Based Approach for Mousehole Detection 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2024, 卷号: 12, 页码: 78787-78798
作者:  Xie, Tianshuo;  Luo, Xiaoling;  Pan, Xin
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Feature extraction  YOLO  Classification algorithms  Biological system modeling  Adaptation models  Prediction algorithms  Computational modeling  YOLOv5  object detection  deep learning  mousehole  
Central Asia's desertification challenge: Recent trends and drives explored with google earth engine 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2024, 卷号: 460
作者:  Zhao, Shuang;  Ding, Jianli;  Wang, Jinjie;  Ge, Xiangyu;  Han, Lijing;  Wang, Ruimei;  Qin, Shaofeng
收藏  |  浏览/下载：50/0  |  提交时间：2024/10/04
Land degradation  Remote sensing  Driving factors  Climate change  Sustainable development  
Mapping the Soil Salinity Distribution and Analyzing Its Spatial and Temporal Changes in Bachu County, Xinjiang, Based on Google Earth Engine and Machine Learning 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 4
作者:  Zhang, Yue;  Wu, Hongqi;  Kang, Yiliang;  Fan, Yanmin;  Wang, Shuaishuai;  Liu, Zhuo;  He, Feifan
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Google Earth Engine  soil salinization  vertical soil salinity  machine learning  spatial and temporal variability  
Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria) 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 3
作者:  Achite, Mohammed;  Tsangaratos, Paraskevas;  Pellicone, Gaetano;  Mohammadi, Babak;  Caloiero, Tommaso
收藏  |  浏览/下载：41/0  |  提交时间：2024/10/04
Algeria  Deterministic techniques  Geostatistical analysis  Machine learning  Rainfall  Spatial interpolation