Mapping Irrigated Areas Using Sentinel-1 Time Series in Catalonia, Spain

In-Season Mapping of Irrigated Crops Using Landsat 8 and Sentinel-1 Time Series

(2019) Valérie Demarez et al.   Remote Sensing

Evaluating Combinations of Temporally Aggregated Sentinel-1, Sentinel-2 and Landsat 8 for Land Cover Mapping with Google Earth Engine

(2019) Luis Carrasco et al.   Remote Sensing

Potential of Sentinel-1 Surface Soil Moisture Product for Detecting Heavy Rainfall in the South of France

(2019) Hassan Bazzi et al.   SENSORS

DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn

(2019) Roberto Interdonato et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Paddy Rice Using Sentinel-1 SAR Time Series in Camargue, France

(2019) Hassan Bazzi et al.   Remote Sensing

Mapping Irrigated Areas of Northeast China in Comparison to Natural Vegetation

(2019) Kunlun Xiang et al.   Remote Sensing

Integrating Multitemporal Sentinel-1/2 Data for Coastal Land Cover Classification Using a Multibranch Convolutional Neural Network: A Case of the Yellow River Delta

(2019) Quanlong Feng et al.   Remote Sensing

Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks

(2019) Mete Ahishali et al.   Remote Sensing

Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1

(2018) Dinh Ho Tong Minh et al.   IEEE Geoscience and Remote Sensing Letters

Detecting irrigation extent, frequency, and timing in a heterogeneous arid agricultural region using MODIS time series, Landsat imagery, and ancillary data

(2018) Yaoliang Chen et al.   REMOTE SENSING OF ENVIRONMENT

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Artificial Mangrove Species Mapping Using Pléiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms

(2018) Dezhi Wang et al.   Remote Sensing

Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France

(2018) Emile Ndikumana et al.   Remote Sensing

Object-Based Image Analysis for Sago Palm Classification: The Most Important Features from High-Resolution Satellite Imagery

(2018) Sarip Hidayat et al.   Remote Sensing

Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images

(2018) Stefanos Georganos et al.   Remote Sensing

Irrigation Mapping Using Sentinel-1 Time Series at Field Scale

(2018) Qi Gao et al.   Remote Sensing

Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation

(2018) Wei He et al.   ISPRS International Journal of Geo-Information

A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery

(2018) Raffaele Gaetano et al.   Remote Sensing

Soil Moisture and Irrigation Mapping in A Semi-Arid Region, Based on the Synergetic Use of Sentinel-1 and Sentinel-2 Data

(2018) Safa Bousbih et al.   Remote Sensing

Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series

(2017) Jordi Inglada et al.   Remote Sensing

Independent System Calibration of Sentinel-1B

(2017) Marco Schwerdt et al.   Remote Sensing

Synergic Use of Sentinel-1 and Sentinel-2 Images for Operational Soil Moisture Mapping at High Spatial Resolution over Agricultural Areas

(2017) Mohammad El Hajj et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Principal component analysis: a review and recent developments

(2016) Ian T. Jolliffe et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

A New Empirical Model for Radar Scattering from Bare Soil Surfaces

(2016) Nicolas Baghdadi et al.   Remote Sensing

Analysis of Sentinel-1 Radiometric Stability and Quality for Land Surface Applications

(2016) Mohammad El Hajj et al.   Remote Sensing

Global rain-fed, irrigated, and paddy croplands: A new high resolution map derived from remote sensing, crop inventories and climate data

(2015) J.Meghan Salmon et al.   International Journal of Applied Earth Observation and Geoinformation

Irrigated Grassland Monitoring Using a Time Series of TerraSAR-X and COSMO-SkyMed X-Band SAR Data

(2014) Mohammad Hajj et al.   Remote Sensing

Soil as a natural rain gauge: Estimating global rainfall from satellite soil moisture data

(2014) Luca Brocca et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Toward an Operational Bare Soil Moisture Mapping Using TerraSAR-X Data Acquired Over Agricultural Areas

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

Analysis of C-Band Scatterometer Moisture Estimations Derived Over a Semiarid Region

(2012) Rim Amri et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Surface Soil Moisture from TerraSAR-X Data over Two Small Catchments in the Sahelian Part of Western Niger

(2011) Nicolas Baghdadi et al.   Remote Sensing

Mapping Irrigated Areas of Ghana Using Fusion of 30 m and 250 m Resolution Remote-Sensing Data

(2011) Murali Krishna Gumma et al.   Remote Sensing

MIRCA2000-Global monthly irrigated and rainfed crop areas around the year 2000: A new high-resolution data set for agricultural and hydrological modeling

(2010) Felix T. Portmann et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Semiempirical Calibration of the Integral Equation Model for SAR Data in C-Band and Cross Polarization Using Radar Images and Field Measurements

(2010) Nicolas Baghdadi et al.   IEEE Geoscience and Remote Sensing Letters

Food Security: The Challenge of Feeding 9 Billion People

(2010) H. C. J. Godfray et al.   SCIENCE

Remote Sensing of Irrigated Agriculture: Opportunities and Challenges

(2010) Mutlu Ozdogan et al.   Remote Sensing

Mapping Irrigated Lands at 250-m Scale by Merging MODIS Data and National Agricultural Statistics

(2010) Md Shahriar Pervez et al.   Remote Sensing

Global irrigated area map (GIAM), derived from remote sensing, for the end of the last millennium

(2009) Prasad S. Thenkabail et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Irrigated areas of India derived using MODIS 500 m time series for the years 2001–2003

(2009) V. Dheeravath et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assimilation of Observed Soil Moisture Data in Storm Rainfall-Runoff Modeling

(2009) L. Brocca et al.   JOURNAL OF HYDROLOGIC ENGINEERING