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Revealing the Structure and Composition of the Restored Vegetation Cover in Semi-Arid Mine Dumps Based on LiDAR and Hyperspectral Images 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Tang, Jiajia;  Liang, Jie;  Yang, Yongjun;  Zhang, Shaoliang;  Hou, Huping;  Zhu, Xiaoxiao
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
ecological restoration  hierarchical classification  vegetation structure  LiDAR  vegetation species  
Thermal safety margins of plant leaves across biomes under a heatwave 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 806
作者:  Kitudom, Nawatbhrist;  Fauset, Sophie;  Zhou, Yingying;  Fan, Zexin;  Li, Murong;  He, Mingjian;  Zhang, Shubin;  Xu, Kun;  Lin, Hua
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Photosynthetic heat tolerance  Thermal environment  Heat stress  Thermal stability  Extreme weather  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Tree-based ensemble methods for predicting the module temperature of a grid-tied photovoltaic system in the desert 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF GREEN ENERGY. 出版年: 2021
作者:  Ziane, Abderrezzaq;  Dabou, Rachid;  Necaibia, Ammar;  Sahouane, Nordine;  Mostefaoui, Mohammed;  Bouraiou, Ahmed;  Khelifi, Seyfallah;  Rouabhia, Abdelkrim;  Blal, Mohamed
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Photovoltaic  module temperature  machine learning  prediction  
Predicting the infiltration characteristics for semi-arid regions using regression trees 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021
作者:  Sihag, Parveen;  Kumar, Munish;  Sammen, Saad Sh.
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
cumulative infiltration  infiltration rate  M5 tree  random forest  random tree  
Patterns of post-drought recovery are strongly influenced by drought duration, frequency, post-drought wetness, and bioclimatic setting 期刊论文
发表期刊: GLOBAL CHANGE BIOLOGY. 出版年: 2021, 卷号: 27, 期号: 19, 页码: 4630-4643
作者:  Jiao, Tong;  Williams, Christopher A.;  De Kauwe, Martin G.;  Schwalm, Christopher R.;  Medlyn, Belinda E.
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Australian natural vegetation  Millennium Drought  post-drought recovery  pulse droughts and press droughts  random forest classification  vegetation optical depth  
Grassland afforestation in South America: Local scale impacts of eucalyptus plantations on Uruguayan mammals 期刊论文
发表期刊: FOREST ECOLOGY AND MANAGEMENT. 出版年: 2021, 卷号: 484
作者:  Cravino, Alexandra;  Brazeiro, Alejandro
收藏  |  浏览/下载：8/0  |  提交时间：2021/07/30
Camera traps  Firebreak  Habitat preference  Tree plantation  Trophic guilds  
Mapping Permanent Gullies in an Agricultural Area Using Satellite Images: Efficacy of Machine Learning Algorithms 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2021, 卷号: 11, 期号: 2
作者:  Phinzi, Kwanele;  Holb, Imre;  Szabo, Szilard
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/29
gully erosion  image classification  K-Nearest Neighbor  Random Forest  Minimum Distance  Maximum Likelihood