Google Earth Engine for Advanced Land Cover Analysis from Landsat-8 Data with Spectral and Topographic Insights

Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

(2023) Abolfazl Abdollahi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Forest fuel type classification: Review of remote sensing techniques, constraints and future trends

(2023) Abolfazl Abdollahi et al.   Journal of Environmental Management

Integrated technique of segmentation and classification methods with connected components analysis for road extraction from orthophoto images

(2021) Abolfazl Abdollahi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

(2021) Abolfazl Abdollahi et al.   SENSORS

Towards a Multi-Temporal Deep Learning Approach for Mapping Urban Fabric Using Sentinel 2 Images

(2020) Lamiae El Mendili et al.   Remote Sensing

Urban Development Modeling Using Integrated Fuzzy Systems, Ordered Weighted Averaging (OWA), and Geospatial Techniques

(2020) Neda Ghasemkhani et al.   Sustainability

Assessing the Accuracy of Multiple Classification Algorithms for Crop Classification Using Landsat-8 and Sentinel-2 Data

(2020) Amal Chakhar et al.   Remote Sensing

Quantifying Land Cover Changes in a Mediterranean Environment Using Landsat TM and Support Vector Machines

(2020) Sotiria Fragou et al.   Forests

Wetland Mapping with Landsat 8 OLI, Sentinel-1, ALOS-1 PALSAR, and LiDAR Data in Southern New Brunswick, Canada

(2020) Armand LaRocque et al.   Remote Sensing

Comparison of Sentinel-2 and High-Resolution Imagery for Mapping Land Abandonment in Fragmented Areas

(2020) Sergio Morell-Monzó et al.   Remote Sensing

Comparison of Machine-Learning Methods for Urban Land-Use Mapping in Hangzhou City, China

(2020) Wanliu Mao et al.   Remote Sensing

High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features

(2019) Heng Zhang et al.   Remote Sensing

Land cover and land use classification performance of machine learning algorithms in a boreal landscape using Sentinel-2 data

(2019) Abdulhakim Mohamed Abdi   GIScience & Remote Sensing

Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018

(2019) Peng Gong et al.   Science Bulletin

Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis

(2018) Rudong Xu et al.   SENSORS

Improvement of land-cover classification over frequently cloud-covered areas using Landsat 8 time-series composites and an ensemble of supervised classifiers

(2017) Chuc Duc Man et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

A SAR-Based Index for Landscape Changes in African Savannas

(2017) Andreas Braun et al.   Remote Sensing

Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA

(2017) Amir Reza Shahtahmassebi et al.   Remote Sensing

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification and assessment of land cover and land use change in southern Ghana using dense stacks of Landsat 7 ETM+ imagery

(2016) Lloyd L. Coulter et al.   REMOTE SENSING OF ENVIRONMENT

A semi-automated approach for the generation of a new land use and land cover product for Germany based on Landsat time-series and Lucas in-situ data

(2016) Benjamin Mack et al.   Remote Sensing Letters

Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band

(2016) Yun Du et al.   Remote Sensing

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land cover classification using Landsat 8 Operational Land Imager data in Beijing, China

(2014) Kun Jia et al.   Geocarto International

Experimental Evaluation of Sentinel-2 Spectral Response Functions for NDVI Time-Series Continuity

(2013) Petra D'Odorico et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Landsat 8 to the rescue

(2013) Jeff Tollefson   NATURE

GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China

(2012) Chong Xu et al.   GEOMORPHOLOGY

SAR Data Classification of Urban Areas by Means of Segmentation Techniques and Ancillary Optical Data

(2012) Paolo Gamba et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

(2012) L. Naidoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING