Assimilation of soil moisture and canopy cover data improves maize simulation using an under-calibrated crop model

Data assimilation of high-resolution thermal and radar remote sensing retrievals for soil moisture monitoring in a drip-irrigated vineyard

(2020) Fangni Lei et al.   REMOTE SENSING OF ENVIRONMENT

Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest

(2020) Yanghui Kang et al.   Environmental Research Letters

ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station

(2020) Joshua B. Fisher et al.   WATER RESOURCES RESEARCH

Capability of a solar energy-driven crop model for simulating water consumption and yield of maize and its comparison with a water-driven crop model

(2020) Hui Ran et al.   AGRICULTURAL AND FOREST METEOROLOGY

Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data

(2020) Zhao Zhang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Combining hyper-resolution land surface modeling with SMAP brightness temperatures to obtain 30-m soil moisture estimates

(2020) Noemi Vergopolan et al.   REMOTE SENSING OF ENVIRONMENT

Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data

(2020) Chunfeng Ma et al.   Remote Sensing

Remote sensing phenological monitoring framework to characterize corn and soybean physiological growing stages

(2020) Chunyuan Diao   REMOTE SENSING OF ENVIRONMENT

Interoperability of ECOSTRESS and Landsat for mapping evapotranspiration time series at sub-field scales

(2020) Martha C. Anderson et al.   REMOTE SENSING OF ENVIRONMENT

Impact of soil moisture data resolution on soil moisture and surface heat flux estimates through data assimilation - A case study in the Southern Great Plains

(2019) Yang Lu et al.   JOURNAL OF HYDROMETEOROLOGY

Sowing date detection at the field scale using CubeSats remote sensing

(2019) Yuval Sadeh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

(2019) Yanghui Kang et al.   REMOTE SENSING OF ENVIRONMENT

Smallholder maize area and yield mapping at national scales with Google Earth Engine

(2019) Zhenong Jin et al.   REMOTE SENSING OF ENVIRONMENT

Performance of AquaCrop model in simulating maize growth, yield, and evapotranspiration under rainfed, limited and full irrigation

(2019) Rupinder Sandhu et al.   AGRICULTURAL WATER MANAGEMENT

Assessment of AquaCrop model in simulating maize canopy cover, soil-water, evapotranspiration, yield, and water productivity for different planting dates and densities under irrigated and rainfed conditions

(2019) Rupinder Sandhu et al.   AGRICULTURAL WATER MANAGEMENT

The SMAP and Copernicus Sentinel 1A/B microwave active-passive high resolution surface soil moisture product

(2019) Narendra N. Das et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of maize yield by assimilating biomass and canopy cover derived from hyperspectral data into the AquaCrop model

(2019) Xiuliang Jin et al.   AGRICULTURAL WATER MANAGEMENT

A review of vegetation phenological metrics extraction using time-series, multispectral satellite data

(2019) Linglin Zeng et al.   REMOTE SENSING OF ENVIRONMENT

Towards improved calibration of crop models – Where are we now and where should we go?

(2018) S.J. Seidel et al.   EUROPEAN JOURNAL OF AGRONOMY

A Cubesat enabled Spatio-Temporal Enhancement Method (CESTEM) utilizing Planet, Landsat and MODIS data

(2018) Rasmus Houborg et al.   REMOTE SENSING OF ENVIRONMENT

Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data

(2018) Rasmus Houborg et al.   Remote Sensing

Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data

(2018) Yi Chen et al.   EUROPEAN JOURNAL OF AGRONOMY

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

(2018) Bin Peng et al.   GEOPHYSICAL RESEARCH LETTERS

Intra-Season Crop Height Variability at Commercial Farm Scales Using a Fixed-Wing UAV

(2018) Matteo Ziliani et al.   Remote Sensing

Improvement of sugarcane crop simulation by SWAP-WOFOST model via data assimilation

(2018) Shun Hu et al.   FIELD CROPS RESEARCH

CubeSats in Hydrology: Ultrahigh-Resolution Insights Into Vegetation Dynamics and Terrestrial Evaporation

(2017) M. F. McCabe et al.   WATER RESOURCES RESEARCH

Can crop simulation models be used to predict local to regional maize yields and total production in the U.S. Corn Belt?

(2016) Francisco J. Morell et al.   FIELD CROPS RESEARCH

Modeling gross primary production of maize and soybean croplands using light quality, temperature, water stress, and phenology

(2015) Anthony Nguy-Robertson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assessment of maize growth and yield using crop models under present and future climate in southwestern Ethiopia

(2015) A. Araya et al.   AGRICULTURAL AND FOREST METEOROLOGY

How good is good enough? Data requirements for reliable crop yield simulations and yield-gap analysis

(2015) Patricio Grassini et al.   FIELD CROPS RESEARCH

Optimal ensemble size of ensemble Kalman filter in sequential soil moisture data assimilation

(2015) Jifu Yin et al.   GEOPHYSICAL RESEARCH LETTERS

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

Monitoring the effects of rapid onset of drought on non-irrigated maize with agronomic data and climate-based drought indices

(2014) Eric D. Hunt et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions

(2014) Yan Li et al.   ECOLOGICAL MODELLING

Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions

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

Validating the FAO AquaCrop Model for Rainfed Maize in Pennsylvania

(2013) Valerie J. Mebane et al.   AGRONOMY JOURNAL

Estimating near future regional corn yields by integrating multi-source observations into a crop growth model

(2013) Jing Wang et al.   EUROPEAN JOURNAL OF AGRONOMY

Projected climate impacts to South African maize and wheat production in 2055: a comparison of empirical and mechanistic modeling approaches

(2013) Lyndon D. Estes et al.   GLOBAL CHANGE BIOLOGY

Comparing mechanistic and empirical model projections of crop suitability and productivity: implications for ecological forecasting

(2013) L. D. Estes et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Putting mechanisms into crop production models

(2013) KENNETH J. BOOTE et al.   PLANT CELL AND ENVIRONMENT

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation

(2013) S. Paloscia et al.   REMOTE SENSING OF ENVIRONMENT

Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST–ACRM model with Ensemble Kalman Filter

(2012) Hongyuan Ma et al.   MATHEMATICAL AND COMPUTER MODELLING

Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment

(2012) G. S. Nearing et al.   WATER RESOURCES RESEARCH

Crop Model Calibration: A Statistical Perspective

(2011) Daniel Wallach   AGRONOMY JOURNAL

Simulation of winter wheat yield and its variability in different climates of Europe: A comparison of eight crop growth models

(2011) Taru Palosuo et al.   EUROPEAN JOURNAL OF AGRONOMY

Calibration and performance evaluation of soybean and spring wheat cultivars using the STICS crop model in Eastern Canada

(2010) G. Jégo et al.   FIELD CROPS RESEARCH

Data assimilation methods in the Earth sciences

(2008) Rolf H. Reichle   ADVANCES IN WATER RESOURCES

Corn‐yield estimation through assimilation of remotely sensed data into the CSM‐CERES‐Maize model

(2008) Hongliang Fang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Interannual water vapor and energy exchange in an irrigated maize-based agroecosystem

(2007) Andrew E. Suyker et al.   AGRICULTURAL AND FOREST METEOROLOGY