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Hyperspectral Infrared Sounder Cloud Detection Using Deep Neural Network Model 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Liu, Qian;  Xu, Hui;  Sha, Dexuan;  Lee, Tsengdar;  Duffy, Daniel Q.;  Walter, Jeff;  Yang, Chaowei
收藏  |  浏览/下载：8/0  |  提交时间：2022/03/17
Clouds  Atmospheric modeling  Atmospheric measurements  Hyperspectral imaging  Numerical models  Pollution measurement  Cloud detection  cross-track infrared sounder (CrIS)  deep neural network (DNN)  Geo artificial intelligence (GeoAI)  hyperspectral infrared sounder  
Detection of Alzheimer's disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images 期刊论文
发表期刊: DISTRIBUTED AND PARALLEL DATABASES. 出版年: 2021
作者:  Suresha, Halebeedu Subbaraya;  Parthasarathy, Srirangapatna Sampathkumaran
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Alzheimer disease recognition and classification  Deep neural network  Grey wolf optimization based clustering algorithm  Histogram equalization  ReliefF algorithm  
Deep Neural Networks for Predicting Solar Radiation at Hail Region, Saudi Arabia 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 36719-36729
作者:  Boubaker, Sahbi;  Benghanem, Mohamed;  Mellit, Adel;  Lefza, Ayoub;  Kahouli, Omar;  Kolsi, Lioua
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
Global horizontal irradiation  prediction  deep learning  recurrent neural networks  LSTM  GRU  BiLSTM  BiGRU  CNN  CNN-LSTM  CNN-BiLSTM  
Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 785
作者:  Mohapatra, Janaki B.;  Jha, Piyush;  Jha, Madan K.;  Biswal, Sabinaya
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
Groundwater-level prediction  Data-driven modeling  ANFIS  DNN  SVM  Agro-Ecological Zone  Machine learning  artificial intelligence techniques  
Aerosol Absorption Over Land Derived From the Ultra-Violet Aerosol Index by Deep Learning 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 9692-9710
作者:  Sun, Jiyunting;  Veefkind, Pepijn;  van Velthoven, Peter;  Levelt, Pieternel F.
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Absorbing aerosol optical depth (AAOD)  deep neural network (DDN)  machine learning  ozone monitoring instrument (OMI)  single scattering albedo (SSA)  ultra-violet aerosol index (UVAI)  
Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 103
作者:  Li, Kai;  Wang, Juanle;  Yao, Jinyi
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Water Segmentation  Pixel-based CNN  ROI  U-net  Mongolia  
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 132
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Roustaei, Fatemeh;  Ebrahimi-Khusfi, Mohsen;  Mosavi, Amir Hosein;  Heung, Brandon;  Soleimani-Sardo, Mojtaba;  Scholten, Thomas
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/29
Air quality  Deep neural network  Dust events  Middle East  Remote sensing  Shapley values  
沙坡头站荒漠蓝藻研究获新进展 科技资讯
发布日期: 2020
收藏  |  浏览/下载：18/0  |  提交时间：2020/08/19
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Amirian-Chakan, Alireza;  Rentschler, Tobias;  Zeraatpisheh, Mojtaba;  Sarmadian, Fereydoon;  Valavi, Roozbeh;  Davatgar, Naser;  Behrens, Thorsten;  Scholten, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
digital soil mapping  machine learning models  stacking of models  spatial block cross-validation  deep learning  
Modeling long-term dynamics of crop evapotranspiration using deep learning in a semi-arid environment 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2020, 卷号: 241
作者:  Elbeltagi, Ahmed;  Deng, Jinsong;  Wang, Ke;  Malik, Anurag;  Maroufpoor, Saman
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Crop evapotranspiration  DNN model  Climate change  Future projection