Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach

Research on Post-Earthquake Landslide Extraction Algorithm Based on Improved U-Net Model

(2020) Peng Liu et al.   Remote Sensing

Mapping Land Cover and Tree Canopy Cover in Zagros Forests of Iran: Application of Sentinel-2, Google Earth, and Field Data

(2020) Saeedeh Eskandari et al.   Remote Sensing

Object-Oriented Method Combined with Deep Convolutional Neural Networks for Land-Use-Type Classification of Remote Sensing Images

(2019) Baoxuan Jin et al.   Journal of the Indian Society of Remote Sensing

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data

(2019) Shengjie Liu et al.   Remote Sensing

Designing deep CNN models based on sparse coding for aerial imagery: a deep-features reduction approach

(2019) Abdul Qayyum et al.   European Journal of Remote Sensing

Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method

(2019) Zhenrong Du et al.   Remote Sensing

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

(2019) Tao Lei et al.   IEEE Geoscience and Remote Sensing Letters

Using citizen science to expand the global map of landslides: Introducing the Cooperative Open Online Landslide Repository (COOLR)

(2019) Caroline S. Juang et al.   PLoS One

UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

(2019) Hejar Shahabi et al.   SENSORS

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

(2019) Sepideh Tavakkoli Piralilou et al.   Remote Sensing

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains

(2019) Chengming Ye et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An object-based convolutional neural network (OCNN) for urban land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Automated Landslides Detection for Mountain Cities Using Multi-Temporal Remote Sensing Imagery

(2018) et al.   SENSORS

Spatio-temporal evolution of mass wasting after the 2008 Mw 7.9 Wenchuan earthquake revealed by a detailed multi-temporal inventory

(2018) Xuanmei Fan et al.   Landslides

A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping

(2018) Omid Ghorbanzadeh et al.   NATURAL HAZARDS

Automated Satellite-based Landslide Identification Product for Nepal

(2018) Jessica V. Fayne et al.   Earth Interactions

Factors controlling landslide frequency-area distributions

(2018) Hakan Tanyaş et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Visual interpretation of stereoscopic NDVI satellite images to map rainfall-induced landslides

(2018) Federica Fiorucci et al.   Landslides

Weka Trainable Segmentation Plugin in ImageJ: A Semi-Automatic Tool Applied to Crystal Size Distributions of Microlites in Volcanic Rocks

(2018) Charline Lormand et al.   MICROSCOPY AND MICROANALYSIS

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

(2017) Emilio Guirado et al.   Remote Sensing

Bayesian framework for mapping and classifying shallow landslides exploiting remote sensing and topographic data

(2013) Alessandro C. Mondini et al.   GEOMORPHOLOGY

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

Object-Oriented Change Detection for Landslide Rapid Mapping

(2011) Ping Lu et al.   IEEE Geoscience and Remote Sensing Letters

Probabilistic landslide hazard assessment using homogeneous susceptible units (HSU) along a national highway corridor in the northern Himalayas, India

(2011) Iswar Das et al.   Landslides

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods

(2009) Tapas R. Martha et al.   GEOMORPHOLOGY

Landslide rupture and the probability distribution of mobilized debris volumes

(2009) C. P. Stark et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Three way k-fold cross-validation of resource selection functions

(2007) Trevor S. Wiens et al.   ECOLOGICAL MODELLING