Multi-Year Mapping of Major Crop Yields in an Irrigation District from High Spatial and Temporal Resolution Vegetation Index

Using phenology-based enhanced vegetation index and machine learning for soybean yield estimation in Paraná State, Brazil

(2018) Jonathan Richetti et al.   Journal of Applied Remote Sensing

Preliminary Study of Soil Available Nutrient Simulation Using a Modified WOFOST Model and Time-Series Remote Sensing Observations

(2018) Zhiqiang Cheng et al.   Remote Sensing

Benefits of Seasonal Climate Prediction and Satellite Data for Forecasting U.S. Maize Yield

(2018) Bin Peng et al.   GEOPHYSICAL RESEARCH LETTERS

Analysis of climate signals in the crop yield record of sub-Saharan Africa

(2017) Alexis L. Hoffman et al.   GLOBAL CHANGE BIOLOGY

Estimation of corn yield using multi-temporal optical and radar satellite data and artificial neural networks

(2017) R. Fieuzal et al.   International Journal of Applied Earth Observation and Geoinformation

Winter wheat yield estimation based on multi-source medium resolution optical and radar imaging data and the AquaCrop model using the particle swarm optimization algorithm

(2017) Xiuliang Jin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model

(2017) Sergii Skakun et al.   REMOTE SENSING OF ENVIRONMENT

Multi-Year Mapping of Maize and Sunflower in Hetao Irrigation District of China with High Spatial and Temporal Resolution Vegetation Index Series

(2017) et al.   Remote Sensing

Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models

(2017) Paolo Silvestro et al.   Remote Sensing

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods

(2016) Michael D. Johnson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Mapping interannual variability of maize cover in a large irrigation district using a vegetation index – phenological index classifier

(2016) Lei Jiang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series

(2016) Pritam Bose et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons

(2016) Xinchuan Li et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland

(2016) Wai-Tim Ng et al.   International Journal of Applied Earth Observation and Geoinformation

Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery

(2016) Chao Sun et al.   International Journal of Applied Earth Observation and Geoinformation

Characterizing major agricultural land change trends in the Western Corn Belt

(2016) Yang Shao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated mapping of soybean and corn using phenology

(2016) Liheng Zhong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Monitoring interannual variation in global crop yield using long-term AVHRR and MODIS observations

(2016) Xiaoyang Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of using regression modeling and an artificial neural network for herbage dry matter yield forecasting

(2016) Darja Majkovič et al.   JOURNAL OF CHEMOMETRICS

Using MODIS Data to Predict Regional Corn Yields

(2016) Ho-Young Ban et al.   Remote Sensing

Random Forests for Global and Regional Crop Yield Predictions

(2016) Jig Han Jeong et al.   PLoS One

Field assessment of basin irrigation performance and water saving in Hetao, Yellow River basin: Issues to support irrigation systems modernisation

(2015) Qingfeng Miao et al.   BIOSYSTEMS ENGINEERING

Jointly Assimilating MODIS LAI and ET Products Into the SWAP Model for Winter Wheat Yield Estimation

(2015) Jianxi Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An analysis of cropland mask choice and ancillary data for annual corn yield forecasting using MODIS data

(2015) Yang Shao et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping crop phenology using NDVI time-series derived from HJ-1 A/B data

(2015) Zhuokun Pan et al.   International Journal of Applied Earth Observation and Geoinformation

A comparative analysis of multitemporal MODIS EVI and NDVI data for large-scale rice yield estimation

(2014) N.T. Son et al.   AGRICULTURAL AND FOREST METEOROLOGY

Analysis of NDVI Data for Crop Identification and Yield Estimation

(2014) Jing Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Time–Frequency Analysis on the Impact of Climate Variability on Semi-Natural Mountain Meadows

(2014) Mario Cunha et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Predicting maize yield in Zimbabwe using dry dekads derived from remotely sensed Vegetation Condition Index

(2014) Farai Kuri et al.   International Journal of Applied Earth Observation and Geoinformation

Yield estimation using SPOT-VEGETATION products: A case study of wheat in European countries

(2014) Wanda Kowalik et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating soil moisture and the relationship with crop yield using surface temperature and vegetation index

(2014) M.E. Holzman et al.   International Journal of Applied Earth Observation and Geoinformation

Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics

(2013) Douglas K. Bolton et al.   AGRICULTURAL AND FOREST METEOROLOGY

Modelling paddy rice yield using MODIS data

(2013) Dailiang Peng et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assimilating remote sensing information with crop model using Ensemble Kalman Filter for improving LAI monitoring and yield estimation

(2013) Yanxia Zhao et al.   ECOLOGICAL MODELLING

Estimating crop net primary production using national inventory data and MODIS-derived parameters

(2013) Varaprasad Bandaru et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States

(2013) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

A Production Efficiency Model-Based Method for Satellite Estimates of Corn and Soybean Yields in the Midwestern US

(2013) Qinchuan Xin et al.   Remote Sensing

Forecasting Regional Sugarcane Yield Based on Time Integral and Spatial Aggregation of MODIS NDVI

(2013) Betty Mulianga et al.   Remote Sensing

Remote sensing temporal and spatial patterns of evapotranspiration and the responses to water management in a large irrigation district of North China

(2012) Yuting Yang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Estimating regional winter wheat yield with WOFOST through the assimilation of green area index retrieved from MODIS observations

(2012) Allard de Wit et al.   AGRICULTURAL AND FOREST METEOROLOGY

Monitoring Vegetation Dynamics Inferred by Satellite Data Using the PhenoSat Tool

(2012) Arlete Rodrigues et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Technical system design and construction of China's HJ-1 satellites

(2012) Qiao Wang   International Journal of Digital Earth

Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points

(2012) Yang Shao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of a Random Forest algorithm to predict spatial distribution of the potential yield of Ruditapes philippinarum in the Venice lagoon, Italy

(2011) Simone Vincenzi et al.   ECOLOGICAL MODELLING

Assimilation of MODIS-LAI into the WOFOST model for forecasting regional winter wheat yield

(2011) Guannan Ma et al.   MATHEMATICAL AND COMPUTER MODELLING

Site-specific early season potato yield forecast by neural network in Eastern Canada

(2011) Jérôme G. Fortin et al.   PRECISION AGRICULTURE

Very early prediction of wine yield based on satellite data from VEGETATION

(2010) Mário Cunha et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring winter wheat growth in North China by combining a crop model and remote sensing data

(2008) Ma Yuping et al.   International Journal of Applied Earth Observation and Geoinformation

Empirical regression models using NDVI, rainfall and temperature data for the early prediction of wheat grain yields in Morocco

(2007) Riad Balaghi et al.   International Journal of Applied Earth Observation and Geoinformation