Citation Impact
Citing Papers
Large Scale Environmental Assessment and Degradation Management: The Case of Food Insecurity in Ethiopia
2014
Groundwater use for irrigation – a global inventory
2010 Standout
Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
2017 Standout
Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet
2021 Standout
The Centennial Trends Greater Horn of Africa precipitation dataset
2015
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Urban water resource management for sustainable environment planning using artificial intelligence techniques
2020 Standout
South America's Neoliberal Agricultural Frontiers: Places of Environmental Sacrifice or Conservation Opportunity
2009
Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
2019
Carbon costs and benefits of Indonesian rainforest conversion to plantations
2018 Standout
TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015
2018 Standout
Climate variation explains a third of global crop yield variability
2015 Standout
The evaluation of land consolidation policy in improving agricultural productivity in China
2017
China and India lead in greening of the world through land-use management
2019 Standout
Vegetation dynamics and responses to climate change and human activities in Central Asia
2017 Standout
The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes
2015 Standout
Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
2016
China’s response to a national land-system sustainability emergency
2018 StandoutNature
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model
2021 Standout
A review of drought concepts
2010 Standout
An effective assessment protocol for continuous geospatial datasets of forest characteristics using USFS Forest Inventory and Analysis (FIA) data
2010
Analysis of Vegetation Indices to Determine Nitrogen Application and Yield Prediction in Maize (Zea mays L.) from a Standard UAV Service
2016
A Review of Imaging Techniques for Plant Phenotyping
2014 Standout
Near doubling of Brazil’s intensive row crop area since 2000
2018 Standout
Point Cloud Semantic Segmentation Using a Deep Learning Framework for Cultural Heritage
2020 Standout
Mapping rubber tree growth in mainland Southeast Asia using time-series MODIS 250 m NDVI and statistical data
2011
The use of single-date MODIS imagery for estimating large-scale urban impervious surface fraction with spectral mixture analysis and machine learning techniques
2013
Slowing Amazon deforestation through public policy and interventions in beef and soy supply chains
2014 StandoutScience
Impact of anthropogenic climate change on wildfire across western US forests
2016 Standout
Assimilation of remote sensing into crop growth models: Current status and perspectives
2019 Standout
Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series
2016
Google Earth Engine: Planetary-scale geospatial analysis for everyone
2017 Standout
Enhancing Animal Movement Analyses: Spatiotemporal Matching of Animal Positions with Remotely Sensed Data Using Google Earth Engine and R
2021
Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil
2020
A practical approach to reconstruct high-quality Landsat NDVI time-series data by gap filling and the Savitzky–Golay filter
2021
Efficient corn and soybean mapping with temporal extendability: A multi-year experiment using Landsat imagery
2013
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level
2019
The climate-population nexus in the East African Horn: Emerging degradation trends in rangeland and pastoral livelihood zones
2013
Using deep transfer learning for image-based plant disease identification
2020 Standout
Global land use change, economic globalization, and the looming land scarcity
2011 Standout
Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges
2019 Standout
A survey of methods incorporating spatial information in image classification and spectral unmixing
2016
Application of AHP with GIS in drought risk assessment for Puruliya district, India
2016
A new methodology to map irrigated areas using multi-temporal MODIS and ancillary data: An application example in the continental US
2008
On underestimation of global vulnerability to tree mortality and forest die‐off from hotter drought in the Anthropocene
2015 Standout
Linking climate change and health outcomes: Examining the relationship between temperature, precipitation and birth weight in Africa
2015
Changes in vegetative coverage of the Hongze Lake national wetland nature reserve: a decade-long assessment using MODIS medium-resolution data
2013
A Long-Term Spatiotemporal Analysis of Vegetation Greenness over the Himalayan Region Using Google Earth Engine
2021
Climate change impacts on wind energy potential in the European domain with a focus on the Black Sea
2017
Meteorological Drought Monitoring in Northeastern China Using Multiple Indices
2019
Good practices for estimating area and assessing accuracy of land change
2014 Standout
Exploring Short-Term Climate Change Effects on Rangelands and Broad-Leaved Forests by Free Satellite Data in Aosta Valley (Northwest Italy)
2021
Soybean yield prediction from UAV using multimodal data fusion and deep learning
2019
Deep learning in remote sensing applications: A meta-analysis and review
2019
Energy system resilience – A review
2021 Standout
Recent summer precipitation trends in the Greater Horn of Africa and the emerging role of Indian Ocean sea surface temperature
2011
Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques
2019
Food, fuel, and the hidden margins of capital
2011
A review of drought indices
2011 Standout
Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions
2014
Crop Yield Prediction Using Deep Reinforcement Learning Model for Sustainable Agrarian Applications
2020
Classification of MODIS EVI time series for crop mapping in the state of Mato Grosso, Brazil
2011
The new rurality: Globalization, peasants and the paradoxes of landscapes
2009
Bi-Temporal Texton Forest for Land Cover Transition Detection on Remotely Sensed Imagery
2013
Mapping and monitoring of land use changes in post-Soviet western Ukraine using remote sensing data
2014
Patterns of land use, extensification, and intensification of Brazilian agriculture
2016 Standout
Application of the Hidden Markov Bayesian Classifier and Propagation Concept for Probabilistic Assessment of Meteorological and Hydrological Droughts in South Korea
2020
Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data
2017
Evolution of regional to global paddy rice mapping methods: A review
2016
Multi-sensor integrated framework and index for agricultural drought monitoring
2016
Cloud cover throughout the agricultural growing season: Impacts on passive optical earth observations
2014
Decoupling of deforestation and soy production in the southern Amazon during the late 2000s
2012 Standout
Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble
2017
What drives the vegetation restoration in Yangtze River basin, China: Climate change or anthropogenic factors?
2018 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Rice heading stage automatic observation by multi-classifier cascade based rice spike detection method
2018
The Soy Moratorium in the Amazon Biome Monitored by Remote Sensing Images
2011
Brazilian Mangrove Status: Three Decades of Satellite Data Analysis
2019
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
2019 Standout
Recultivation of abandoned agricultural lands in Ukraine: Patterns and drivers
2016 Standout
Machine Learning in Agriculture: A Review
2018 Standout
Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data
2018
An overview of current and potential applications of thermal remote sensing in precision agriculture
2017
The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products
2013
Integration of Sentinel 1 and Sentinel 2 Satellite Images for Crop Mapping
2021
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches
2020
Remote Sensing of Irrigated Agriculture: Opportunities and Challenges
2010
An analysis of cropland mask choice and ancillary data for annual corn yield forecasting using MODIS data
2015
A review of remote sensing for mangrove forests: 1956–2018
2019 Standout
Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest
2013
Development of a two-band enhanced vegetation index without a blue band
2008 Standout
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Agricultural and food security impacts from the 2010 Russia flash drought
2021 Standout
Forecasting yield by integrating agrarian factors and machine learning models: A survey
2018
National scale 3D modelling of soil organic carbon stocks with uncertainty propagation — An example from Scotland
2014
Statistical confirmation of indirect land use change in the Brazilian Amazon
2011 Standout
A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform
2017 Standout
NMDI: A normalized multi‐band drought index for monitoring soil and vegetation moisture with satellite remote sensing
2007
A Drought Monitoring and Forecasting System for Sub-Sahara African Water Resources and Food Security
2013
The climate velocity of the contiguous U nited S tates during the 20th century
2012
Design, Operation and Optimization of Constructed Wetland for Removal of Pollutant
2020 Standout
Ground‐Based Digital Imaging as a Tool to Assess Soybean Growth and Yield
2014
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
2018 Standout
Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series
2014
Revegetation in China’s Loess Plateau is approaching sustainable water resource limits
2016 Standout
Mapping cropping intensity in China using time series Landsat and Sentinel-2 images and Google Earth Engine
2019
Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil
2007
Monitoring agricultural drought for arid and humid regions using multi-sensor remote sensing data
2010
Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics
2013
Satellite soil moisture for agricultural drought monitoring: Assessment of the SMOS derived Soil Water Deficit Index
2016
SnowCloudHydro—A New Framework for Forecasting Streamflow in Snowy, Data-Scarce Regions
2018
The effects of water stress on croplands in the Aral Sea basin
2020
Land institutions and supply chain configurations as determinants of soybean planted area and yields in Brazil
2012
Mapping and spatial analysis of the soybean agricultural frontier in Mato Grosso, Brazil, using remote sensing data
2012
Dual scale trend analysis for evaluating climatic and anthropogenic effects on the vegetated land surface in Russia and Kazakhstan
2009
Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images
2019
Exploring the possibilities of remote yield estimation using crop water requirements for area yield index insurance in a data-scarce dryland
2020
Assessment of digital camera-derived vegetation indices in quantitative monitoring of seasonal rice growth
2011
Google Earth Engine Applications
2019 Standout
A hybrid approach to mapping land-use modification and land-cover transition from MODIS time-series data: A case study from the Bolivian seasonal tropics
2010
Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest
2020
A review on the practice of big data analysis in agriculture
2017
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
The Amazon Frontier of Land-Use Change: Croplands and Consequences for Greenhouse Gas Emissions
2010
Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach
2019
Deep learning in agriculture: A survey
2018 Standout
New Drought Indices
2008
Analyzing the agricultural transition in Mato Grosso, Brazil, using satellite-derived indices
2011 Standout
Climate induced birch mortality in Trans-Baikal lake region, Siberia
2012
Mapping farmland abandonment and recultivation across Europe using MODIS NDVI time series
2015
The relationship between the Normalized Difference Vegetation Index and drought indices in the South Central United States
2019
Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea
2019
Works of Brian Wardlow being referenced
Using USDA Crop Progress Data for the Evaluation of Greenup Onset Date Calculated from MODIS 250-Meter Data
2006
Remote sensing of drought : innovative monitoring approaches
2012
Field-scale mapping of evaporative stress indicators of crop yield: An application over Mead, NE, USA
2018
Urban drought challenge to 2030 sustainable development goals
2019
Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015
2016
A State-Level Comparative Analysis of the GAP and NLCD Land-Cover Data Sets
2003
An alternative method using digital cameras for continuous monitoring of crop status
2011
An evaluation of MODIS 250‐m data for green LAI estimation in crops
2007
Microwave remote sensing of soil moisture: Science and applications
2012
Monitoring the effects of rapid onset of drought on non-irrigated maize with agronomic data and climate-based drought indices
2014
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
2018
The need for integration of drought monitoring tools for proactive food security management in sub‐Saharan Africa
2008
A Novel Strategy to Reconstruct NDVI Time-Series with High Temporal Resolution from MODIS Multi-Temporal Composite Products
2021
Detecting Spatiotemporal Changes of Corn Developmental Stages in the U.S. Corn Belt Using MODIS WDRVI Data
2011
Analysis of time-series MODIS 250 m vegetation index data for crop classification in the U.S. Central Great Plains
2007
Use of remote sensing indicators to assess effects of drought and human-induced land degradation on ecosystem health in Northeastern Brazil
2018
The Vegetation Outlook (VegOut): A New Method for Predicting Vegetation Seasonal Greenness
2010
Information Mining from Heterogeneous Data Sources: A Case Study on Drought Predictions
2017
Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains
2007
Assessing the Vegetation Condition Impacts of the 2011 Drought across the U.S. Southern Great Plains Using the Vegetation Drought Response Index (VegDRI)
2014
Assessing the evolution of soil moisture and vegetation conditions during the 2012 United States flash drought
2016
A review of vegetation phenological metrics extraction using time-series, multispectral satellite data
2019
A comparison of MODIS 250-m EVI and NDVI data for crop mapping: a case study for southwest Kansas
2010
Remote sensing of drought: Progress, challenges and opportunities
2015
Assessment of Vegetation Response to Drought in Nebraska Using Terra-MODIS Land Surface Temperature and Normalized Difference Vegetation Index
2011
Developing the vegetation drought response index for South Korea (VegDRI-SKorea) to assess the vegetation condition during drought events
2017
The Vegetation Drought Response Index (VegDRI): A New Integrated Approach for Monitoring Drought Stress in Vegetation
2008
Evaluation of Drought Indices Based on Thermal Remote Sensing of Evapotranspiration over the Continental United States
2010
Using MODIS to detect cropping frequency variation in mechanized agriculture in Amazonia
2007
A Two-Step Filtering approach for detecting maize and soybean phenology with time-series MODIS data
2010
A five‐year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the United States
2007
Evaluation of MODIS NDVI and NDWI for vegetation drought monitoring using Oklahoma Mesonet soil moisture data
2008
Multitemporal, Moderate-Spatial-Resolution Remote Sensing of Modern Agricultural Production and Land Modification in the Brazilian Amazon
2007
An Intercomparison of Drought Indicators Based on Thermal Remote Sensing and NLDAS-2 Simulations with U.S. Drought Monitor Classifications
2013
A multi-scale accuracy assessment of the MODIS irrigated agriculture data-set (MIrAD) for the state of Nebraska, USA
2014
A hybrid approach for detecting corn and soybean phenology with time-series MODIS data
2016