Detection and Quantification of Irrigation Water Amounts at 500 m Using Sentinel-1 Surface Soil Moisture

Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale

(2021) Ahmed Samir Abowarda et al.   REMOTE SENSING OF ENVIRONMENT

Detecting and mapping irrigated areas in a Mediterranean environment by using remote sensing soil moisture and a land surface model

(2021) Jacopo Dari et al.   JOURNAL OF HYDROLOGY

Detecting flowering phenology in oil seed rape parcels with Sentinel-1 and -2 time series

(2020) Raphaël d’Andrimont et al.   REMOTE SENSING OF ENVIRONMENT

Satellite-based global-scale irrigation water use and its contemporary trends

(2020) Muhammad Zohaib et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Near Real-Time Irrigation Detection at Plot Scale Using Sentinel-1 Data

(2020) Hassan Bazzi et al.   Remote Sensing

Potential for the Detection of Irrigation Events on Maize Plots Using Sentinel-1 Soil Moisture Products

(2020) Michel Le Page et al.   Remote Sensing

Exploiting High-Resolution Remote Sensing Soil Moisture to Estimate Irrigation Water Amounts over a Mediterranean Region

(2020) Jacopo Dari et al.   Remote Sensing

Satellite‐based monitoring of irrigation water use: assessing measurement errors and their implications for agricultural water management policy

(2020) T. Foster et al.   WATER RESOURCES RESEARCH

Use of Sentinel-2 MSI data to monitor crop irrigation in Mediterranean areas

(2020) F. Maselli et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating Net Irrigation Across the North China Plain Through Dual Modeling of Evapotranspiration

(2020) Julian Koch et al.   WATER RESOURCES RESEARCH

Irrigation Events Detection over Intensively Irrigated Grassland Plots Using Sentinel-1 Data

(2020) Hassan Bazzi et al.   Remote Sensing

Comparing land surface phenology of major European crops as derived from SAR and multispectral data of Sentinel-1 and -2

(2020) Michele Meroni et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Winter Wheat Planting Area and Monitoring Its Phenology Using Sentinel-1 Backscatter Time Series

(2019) Yang Song 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

On the estimation of spatially representative plot scale saturated hydraulic conductivity in an agricultural setting

(2019) Tommaso Picciafuoco et al.   JOURNAL OF HYDROLOGY

Assessment and inter-comparison of recently developed/reprocessed microwave satellite soil moisture products using ISMN ground-based measurements

(2019) A. Al-Yaari et al.   REMOTE SENSING OF ENVIRONMENT

Quantification of irrigation water using remote sensing of soil moisture in a semi-arid region

(2019) Ehsan Jalilvand et al.   REMOTE SENSING OF ENVIRONMENT

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

(2019) Hassan Bazzi et al.   Remote Sensing

Deriving Field Scale Soil Moisture from Satellite Observations and Ground Measurements in a Hilly Agricultural Region

(2019) Luca Zappa et al.   Remote Sensing

Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data

(2019) Paolo Filippucci et al.   ADVANCES IN WATER RESOURCES

Capability of Sentinel-2 data for estimating maximum evapotranspiration and irrigation requirements for tomato crop in Central Italy

(2018) Silvia Vanino et al.   REMOTE SENSING OF ENVIRONMENT

3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

(2018) Shunping Ji et al.   Remote Sensing

Changes in Irrigation Practices likely Mitigate Nitrous Oxide Emissions from California Cropland

(2018) Jia Deng et al.   GLOBAL BIOGEOCHEMICAL CYCLES

Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

How much water is used for irrigation? A new approach exploiting coarse resolution satellite soil moisture products

(2018) Luca Brocca et al.   International Journal of Applied Earth Observation and Geoinformation

Sensitivity of Sentinel-1 Backscatter to Vegetation Dynamics: An Austrian Case Study

(2018) Mariette Vreugdenhil et al.   Remote Sensing

Irrigation Water Pricing in India as a Means to Conserve Water Resources: Challenges and Potential Future Opportunities

(2018) Sriroop Chaudhuri et al.   ENVIRONMENTAL CONSERVATION

Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium

(2018) Kristof Van Tricht et al.   Remote Sensing

Penetration Analysis of SAR Signals in the C and L Bands for Wheat, Maize, and Grasslands

(2018) Mohammad El Hajj et al.   Remote Sensing

Annual Irrigation Dynamics in the U.S. Northern High Plains Derived from Landsat Satellite Data

(2017) Jillian M. Deines et al.   GEOPHYSICAL RESEARCH LETTERS

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

The climate of the European Alps: Shift of very high resolution Köppen-Geiger climate zones 1800–2100

(2017) Franz Rubel et al.   METEOROLOGISCHE ZEITSCHRIFT

Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications

(2017) Amanda Veloso et al.   REMOTE SENSING OF ENVIRONMENT

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

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Mapping topsoil physical properties at European scale using the LUCAS database

(2016) Cristiano Ballabio et al.   GEODERMA

Inter-comparison of three distributed hydrological models with respect to seasonal variability of soil moisture patterns at a small forested catchment

(2016) Julian Koch et al.   JOURNAL OF HYDROLOGY

Modelling regional variability of irrigation requirements due to climate change in Northern Germany

(2016) Jan Riediger et al.   SCIENCE OF THE TOTAL ENVIRONMENT

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer et al.   Remote Sensing

The world’s road to water scarcity: shortage and stress in the 20th century and pathways towards sustainability

(2016) M. Kummu et al.   Scientific Reports

More cash and jobs per illegal drop? The legal and illegal water footprint of the Western Mancha Aquifer (Spain)

(2015) Paula Novo et al.   ENVIRONMENTAL SCIENCE & POLICY

Irrigation as an historical climate forcing

(2014) Benjamin I. Cook et al.   CLIMATE DYNAMICS

Optimisation of global grids for high-resolution remote sensing data

(2014) Bernhard Bauer-Marschallinger et al.   COMPUTERS & GEOSCIENCES

The global groundwater crisis

(2014) J. S. Famiglietti   Nature Climate Change

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

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

Yield Trends Are Insufficient to Double Global Crop Production by 2050

(2013) Deepak K. Ray et al.   PLoS One

Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series

(2013) Clement Atzberger et al.   Remote Sensing

The planetary water drama: Dual task of feeding humanity and curbing climate change

(2012) J. Rockström et al.   GEOPHYSICAL RESEARCH LETTERS

Solutions for a cultivated planet

(2011) Jonathan A. Foley et al.   NATURE

Improvements to a MODIS global terrestrial evapotranspiration algorithm

(2011) Qiaozhen Mu et al.   REMOTE SENSING OF ENVIRONMENT

Nonsustainable groundwater sustaining irrigation: A global assessment

(2011) Yoshihide Wada et al.   WATER RESOURCES RESEARCH

Estimating actual irrigation application by remotely sensed evapotranspiration observations

(2010) P. Droogers et al.   AGRICULTURAL WATER MANAGEMENT

Quantifying blue and green virtual water contents in global crop production as well as potential production losses without irrigation

(2009) Stefan Siebert et al.   JOURNAL OF HYDROLOGY

Effects of global irrigation on the near-surface climate

(2008) William J. Sacks et al.   CLIMATE DYNAMICS

Crop classification by support vector machine with intelligently selected training data for an operational application

(2008) Ajay Mathur et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING