Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imagery

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

(2020) C. Sothe et al.   GIScience & Remote Sensing

Detection of seismic façade damages with multi-temporal oblique aerial imagery

(2020) Diogo Duarte et al.   GIScience & Remote Sensing

Classification of polarimetric SAR images using compact convolutional neural networks

(2020) Mete Ahishali et al.   GIScience & Remote Sensing

Semantic segmentation of high spatial resolution images with deep neural networks

(2019) Haiping Yang et al.   GIScience & Remote Sensing

Deep Learning for Spatially Explicit Prediction of Synoptic-scale Fronts

(2019) Ryan Lagerquist et al.   WEATHER AND FORECASTING

Making the black box more transparent: Understanding the physical implications of machine learning

(2019) Amy McGovern et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Mapping Rice Paddies in Complex Landscapes with Convolutional Neural Networks and Phenological Metrics

(2019) Shuang Zhao et al.   GIScience & Remote Sensing

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data

(2019) Juhyun Lee et al.   Remote Sensing

Geographical distribution of extreme deep and intense convective storms on Earth

(2019) Xueke Wu et al.   ATMOSPHERIC RESEARCH

Detection of transverse cirrus bands in satellite imagery using deep learning

(2018) Jeffrey Miller et al.   COMPUTERS & GEOSCIENCES

Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data

(2018) Miae Kim et al.   GIScience & Remote Sensing

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network

(2018) Ritesh Pradhan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Contour-Based Algorithm for Automated Detection of Overshooting Tops Using Satellite Infrared Imagery

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu et al.   GIScience & Remote Sensing

Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging

(2017) Jongpil Lee et al.   IEEE SIGNAL PROCESSING LETTERS

Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery

(2017) Miae Kim et al.   Remote Sensing

Deep convective cloud characterizations from both broadband imager and hyperspectral infrared sounder measurements

(2017) Yufei Ai et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Artificial intelligence systems for rainy areas detection and convective cells' delineation for the south shore of Mediterranean Sea during day and nighttime using MSG satellite images

(2016) Mohsene Abdelfettah Tebbi et al.   ATMOSPHERIC RESEARCH

A Probabilistic Multispectral Pattern Recognition Method for Detection of Overshooting Cloud Tops Using Passive Satellite Imager Observations

(2016) Kristopher M. Bedka et al.   Journal of Applied Meteorology and Climatology

Fatal weather-related general aviation accidents in the United States

(2016) Andrew J. Fultz et al.   PHYSICAL GEOGRAPHY

Application of the Artificial Neural Network model for prediction of monthly Standardized Precipitation and Evapotranspiration Index using hydrometeorological parameters and climate indices in eastern Australia

(2015) Ravinesh C. Deo et al.   ATMOSPHERIC RESEARCH

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework

(2015) Chen Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Satellite Based on Machine Learning Approaches

(2015) Hyangsun Han et al.   Remote Sensing

Characteristics of tropopause-penetrating convection determined by TRMM and COSMIC GPS radio occultation measurements

(2015) Tao Xian et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Stratospheric water vapor feedback

(2013) A. E. Dessler et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A-Train observations of deep convective storm tops

(2012) Martin Setvák et al.   ATMOSPHERIC RESEARCH

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Validation of Satellite-Based Objective Overshooting Cloud-Top Detection Methods UsingCloudSatCloud Profiling Radar Observations

(2012) Kristopher M. Bedka et al.   Journal of Applied Meteorology and Climatology

Comparison betweenGOES-12Overshooting-Top Detections, WSR-88D Radar Reflectivity, and Severe Storm Reports

(2012) Richard Dworak et al.   WEATHER AND FORECASTING

Overshooting cloud top detections using MSG SEVIRI Infrared brightness temperatures and their relationship to severe weather over Europe

(2010) Kristopher M. Bedka   ATMOSPHERIC RESEARCH

Further evidences of deep convective vertical transport of water vapor through the tropopause

(2009) Pao K. Wang et al.   ATMOSPHERIC RESEARCH

Objective Satellite-Based Detection of Overshooting Tops Using Infrared Window Channel Brightness Temperature Gradients

(2009) Kristopher Bedka et al.   Journal of Applied Meteorology and Climatology

Indication of water vapor transport into the lower stratosphere above midlatitude convective storms: Meteosat Second Generation satellite observations and radiative transfer model simulations

(2008) Martin Setvák et al.   ATMOSPHERIC RESEARCH