Earth Science Informatics

Title Publication Date Language Citations
Data augmentation based morphological classification of galaxies using deep convolutional neural network2019/12/09English13
Multipath feature fusion for hyperspectral image classification based on hybrid 3D/2D CNN and squeeze-excitation network2023/01/07English13
Extraction and accuracy assessment of high-resolution DEM and derived orthoimages from ALOS-PRISM data over Sahel-Doukkala (Morocco)2017/01/14English13
Few-shot learning for name entity recognition in geological text based on GeoBERT2022/03/11English13
CURVGRAV-GUI: a graphical user interface to interpret gravity data using curvature technique2017/06/22English13
Chamoli flash-flood mapping and evaluation with a supervised classifier and NDWI thresholding using Sentinel-2 optical data in Google earth engine2022/03/23English13
Mine inflow prediction model based on unbiased Grey-Markov theory and its application2022/01/26English13
Grid computing for atmospheric composition studies in Bulgaria2010/10/19English13
Bias correction of global ensemble precipitation forecasts by Random Forest method2021/02/09English13
Application of Artificial Neural Network in seismic reservoir characterization: a case study from Offshore Nile Delta2021/01/19English13
Hourly solar irradiance prediction using deep BiLSTM network2020/08/29English13
Urban landscape extraction and analysis based on optical and microwave ALOS satellite data2016/05/04English13
Spatio-temporal assessment of natural lakes in Turkey2022/02/26English12
Person identification with aerial imaginary using SegNet based semantic segmentation2020/09/01English12
Mapping and monitoring of glacier areal changes using multispectral and elevation data: A case study over Chhota-Shigri glacier2019/07/16English12
Air pollution forecasting from sky images with shallow and deep classifiers2018/02/12English12
Semi-vectorization: an efficient technique for synthesis and analysis of gravity gradiometry data2010/08/09English12
Estimating leaf chlorophyll contents by combining multiple spectral indices with an artificial neural network2017/09/05English12
Image analysis algorithm for detection and measurement of Martian sand grains2018/01/23English12
An improved FAHP based methodology for groundwater potential zones in Longchuan River basin, Yunnan Province, China2020/05/30English12
A connection cloud model coupled with extenics for water eutrophication evaluation2019/08/26English12
Extraction of road blockage information for the Jiuzhaigou earthquake based on a convolution neural network and very-high-resolution satellite images2019/11/26English12
Method for managing and querying geo-spatial data using a grid-code-array spatial index2018/11/08English12
GIS-based rockfall hazard zones modeling along the coastal Gulf of Aqaba Region, Egypt2021/02/13English12
Making data useful for modelers to understand complex Earth systems2011/10/29English12
Landslide identification using machine learning techniques: Review, motivation, and future prospects2022/11/03English12
Groundwater level as an input to monthly predicting of water level using various machine learning algorithms2021/07/05English12
On the modern deep learning approaches for precipitation downscaling2023/03/03English12
Detection and Prediction of Sundarban Reserve Forest using the CA-Markov Chain Model and Remote Sensing Data2021/07/17English11
Evaluation of relief aspects morphometric parameters derived from different sources of DEMs and its effects over time of concentration of runoff (TC)2016/04/23English11