Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest

Mapping sequences and mineral deposits in poorly exposed lithologies of inaccessible regions in Azad Jammu and Kashmir using SVM with ASTER satellite data

(2022) Muhammad Imran et al.   Arabian Journal of Geosciences

Modified aquila optimizer for forecasting oil production

(2022) Mohammed A. A. Al-qaness et al.   Geo-Spatial Information Science

Evaluating the accuracy of two satellite-based Quantitative Precipitation Estimation products and their application for meteorological drought monitoring over the Lake Victoria Basin, East Africa

(2022) Priyanko Das et al.   Geo-Spatial Information Science

The Relationship between Neighborhood Characteristics and Homicide in Karachi, Pakistan

(2021) Salma Hamza et al.   Sustainability

Characterization of the 2014 Indus River Flood Using Hydraulic Simulations and Satellite Images

(2021) Aqil Tariq et al.   Remote Sensing

Quantitative Analysis of Forest Fires in Southeastern Australia Using SAR Data

(2021) Aqil Tariq et al.   Remote Sensing

Flash Flood Susceptibility Assessment and Zonation Using an Integrating Analytic Hierarchy Process and Frequency Ratio Model for the Chitral District, Khyber Pakhtunkhwa, Pakistan

(2021) Hassan Waqas et al.   Water

Evaluation and improvement of remote sensing-based methods for river flow management

(2020) H.T. Samboko et al.   PHYSICS AND CHEMISTRY OF THE EARTH

A Novel Scheme for Merging Active and Passive Satellite Soil Moisture Retrievals Based on Maximizing the Signal to Noise Ratio

(2020) B. G. Mousa et al.   Remote Sensing

Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art

(2019) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

South Asian perspective on temperature and rainfall extremes: A review

(2019) G. Naveendrakumar et al.   ATMOSPHERIC RESEARCH

Scenario-based modelling for urban sustainability focusing on changes in cropland under rapid urbanization: A case study of Hangzhou from 1990 to 2035

(2019) Hao Hou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatiotemporal Image Fusion in Remote Sensing

(2019) Mariana Belgiu et al.   Remote Sensing

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud

(2019) Murali Krishna Gumma et al.   GIScience & Remote Sensing

Assessment of rice growth conditions in a semi-arid region of India using the Generalized Radar Vegetation Index derived from RADARSAT-2 polarimetric SAR data

(2019) Dipankar Mandal et al.   REMOTE SENSING OF ENVIRONMENT

Mapping croplands, cropping patterns, and crop types using MODIS time-series data

(2018) Yaoliang Chen et al.   International Journal of Applied Earth Observation and Geoinformation

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

Deep Hyperspectral Image Sharpening

(2018) Renwei Dian et al.   IEEE Transactions on Neural Networks and Learning Systems

Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network

(2018) Jingxiang Yang et al.   Remote Sensing

Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network

(2017) Frosti Palsson et al.   IEEE Geoscience and Remote Sensing Letters

AssesSeg—A Command Line Tool to Quantify Image Segmentation Quality: A Test Carried Out in Southern Spain from Satellite Imagery

(2017) Antonio Novelli et al.   Remote Sensing

A Remote Sensing Approach for Regional-Scale Mapping of Agricultural Land-Use Systems Based on NDVI Time Series

(2017) Beatriz Bellón et al.   Remote Sensing

Impacts of spatial heterogeneity on crop area mapping in Canada using MODIS data

(2016) Yaoliang Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas

(2016) Charlotte Pelletier et al.   REMOTE SENSING OF ENVIRONMENT

Greening of the Earth and its drivers

(2016) Zaichun Zhu et al.   Nature Climate Change

Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m

(2016) Marie-Julie Lambert et al.   Remote Sensing

Evaluating Crop Area Mapping from MODIS Time-Series as an Assessment Tool for Zimbabwe’s “Fast Track Land Reform Programme”

(2016) Konrad Hentze et al.   PLoS One

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

(2015) Koreen Millard et al.   Remote Sensing

Room-temperature ferromagnetism in transparent Mn-doped BaSnO3epitaxial films

(2014) Qinzhuang Liu et al.   Applied Physics Express

Seasonal cultivated and fallow cropland mapping using MODIS-based automated cropland classification algorithm

(2014) Zhuoting Wu et al.   Journal of Applied Remote Sensing

Mapping and monitoring deforestation and forest degradation in Sumatra (Indonesia) using Landsat time series data sets from 1990 to 2010

(2012) Belinda Arunarwati Margono et al.   Environmental Research Letters

Land-Cover Separability Analysis of MODIS Time-Series Data Using a Combined Simple Harmonic Oscillator and a Mean Reverting Stochastic Process

(2012) T. L. Grobler et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A method for extracting burned areas from Landsat TM/ETM+ images by soft aggregation of multiple Spectral Indices and a region growing algorithm

(2012) D. Stroppiana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatio-temporal reasoning for the classification of satellite image time series

(2012) François Petitjean et al.   PATTERN RECOGNITION LETTERS

Accuracy of scaled GRACE terrestrial water storage estimates

(2012) F. W. Landerer et al.   WATER RESOURCES RESEARCH

Evaluation of random forest method for agricultural crop classification

(2012) Asli Ozdarici Ok et al.   European Journal of Remote Sensing

Estimating Soil Moisture Conditions of the Greater Changbai Mountains by Land Surface Temperature and NDVI

(2010) Yang Han et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A review of drought concepts

(2010) Ashok K. Mishra et al.   JOURNAL OF HYDROLOGY

Use of NDVI and Land Surface Temperature for Drought Assessment: Merits and Limitations

(2009) Arnon Karnieli et al.   JOURNAL OF CLIMATE

Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors

(2009) Gyanesh Chander et al.   REMOTE SENSING OF ENVIRONMENT