Integration of satellite remote sensing data in ecosystem modelling at local scales: Practices and trends

Satellite-derived LAI products exhibit large discrepancies and can lead to substantial uncertainty in simulated carbon and water fluxes

(2018) Yibo Liu et al.   REMOTE SENSING OF ENVIRONMENT

A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons

(2018) Qiaohong Sun et al.   REVIEWS OF GEOPHYSICS

From grid to field: Assessing quality of gridded weather data for agricultural applications

(2017) Spyridon Mourtzinis et al.   EUROPEAN JOURNAL OF AGRONOMY

Utility of remote sensing-based surface energy balance models to track water stress in rain-fed switchgrass under dry and wet conditions

(2017) Nishan Bhattarai et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Radiometric Correction of Simultaneously Acquired Landsat-7/Landsat-8 and Sentinel-2A Imagery Using Pseudoinvariant Areas (PIA): Contributing to the Landsat Time Series Legacy

(2017) Joan-Cristian Padró et al.   Remote Sensing

Using Sentinel-2 Data for Retrieving LAI and Leaf and Canopy Chlorophyll Content of a Potato Crop

(2017) Jan Clevers et al.   Remote Sensing

Site-based and remote sensing methods for monitoring indicators of vegetation condition: An Australian review

(2016) V. Lawley et al.   ECOLOGICAL INDICATORS

Radar and optical mapping of surge persistence and marsh dieback along the New Jersey Mid-Atlantic coast after Hurricane Sandy

(2016) Amina Rangoonwala et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Global Assimilation of Multiangle and Multipolarization SMOS Brightness Temperature Observations into the GEOS-5 Catchment Land Surface Model for Soil Moisture Estimation

(2016) Gabriëlle J. M. De Lannoy et al.   JOURNAL OF HYDROMETEOROLOGY

A Review of Merged High-Resolution Satellite Precipitation Product Accuracy during the Tropical Rainfall Measuring Mission (TRMM) Era

(2016) Viviana Maggioni et al.   JOURNAL OF HYDROMETEOROLOGY

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

Evaluation of ASTER-Like Daily Land Surface Temperature by Fusing ASTER and MODIS Data during the HiWATER-MUSOEXE

(2016) Guijun Yang et al.   Remote Sensing

Evaluation of MODIS LAI/FPAR Product Collection 6. Part 1: Consistency and Improvements

(2016) Kai Yan et al.   Remote Sensing

Particle Filter Approach for Real-Time Estimation of Crop Phenological States Using Time Series of NDVI Images

(2016) Caleb De Bernardis et al.   Remote Sensing

Efficient Emulation of Radiative Transfer Codes Using Gaussian Processes and Application to Land Surface Parameter Inferences

(2016) José Gómez-Dans et al.   Remote Sensing

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

An overview of methods to evaluate uncertainty of deterministic models in decision support

(2015) Laura Uusitalo et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An LUT-Based Inversion of DART Model to Estimate Forest LAI from Hyperspectral Data

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

Overview of Ecohydrological Models and Systems at the Watershed Scale

(2015) Lajiao Chen et al.   IEEE Systems Journal

Spatial Downscaling of Monthly TRMM Precipitation Based on EVI and Other Geospatial Variables Over the Tibetan Plateau From 2001 to 2012

(2015) Yuli Shi et al.   MOUNTAIN RESEARCH AND DEVELOPMENT

Modeling terrestrial carbon and water dynamics across climatic gradients: does plant trait diversity matter?

(2015) Christoforos Pappas et al.   NEW PHYTOLOGIST

Joint leaf chlorophyll content and leaf area index retrieval from Landsat data using a regularized model inversion system (REGFLEC)

(2015) Rasmus Houborg et al.   REMOTE SENSING OF ENVIRONMENT

Toward a true spatial model evaluation in distributed hydrological modeling: Kappa statistics, Fuzzy theory, and EOF-analysis benchmarked by the human perception and evaluated against a modeling case study

(2015) Julian Koch et al.   WATER RESOURCES RESEARCH

Monitoring of Evapotranspiration in a Semi-Arid Inland River Basin by Combining Microwave and Optical Remote Sensing Observations

(2015) Guangcheng Hu et al.   Remote Sensing

Modeling plant-water interactions: an ecohydrological overview from the cell to the global scale

(2015) Simone Fatichi et al.   Wiley Interdisciplinary Reviews-Water

Automatic and improved radiometric correction of Landsat imagery using reference values from MODIS surface reflectance images

(2014) X. Pons et al.   International Journal of Applied Earth Observation and Geoinformation

Application of passive microwave and optical signatures to monitor submerging of vegetation due to floods

(2014) Raja Chakraborty et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spatial downscaling of TRMM 3B43 precipitation considering spatial heterogeneity

(2014) Fengrui Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Stochastic Rainfall Downscaling of Climate Models

(2014) D. D’Onofrio et al.   JOURNAL OF HYDROMETEOROLOGY

Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data

(2014) Qihao Weng et al.   REMOTE SENSING OF ENVIRONMENT

Small Drones for Community-Based Forest Monitoring: An Assessment of Their Feasibility and Potential in Tropical Areas

(2014) Jaime Paneque-Gálvez et al.   Forests

Improving the Estimation of Above Ground Biomass Using Dual Polarimetric PALSAR and ETM+ Data in the Hyrcanian Mountain Forest (Iran)

(2014) Sara Attarchi et al.   Remote Sensing

Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring

(2014) Pauline Dusseux et al.   Remote Sensing

Surface Temperatures at the Continental Scale: Tracking Changes with Remote Sensing at Unprecedented Detail

(2014) Markus Metz et al.   Remote Sensing

The role of data assimilation in predictive ecology

(2014) Shuli Niu et al.   Ecosphere

Estimating correlated observation error statistics using an ensemble transform Kalman filter

(2014) Joanne A. Waller et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

The applicability of empirical vegetation indices for determining leaf chlorophyll content over different leaf and canopy structures

(2013) H. Croft et al.   Ecological Complexity

SWAT plant growth modification for improved modeling of perennial vegetation in the tropics

(2013) Michael Strauch et al.   ECOLOGICAL MODELLING

Effectiveness of high-resolution SAR for water resource management in low-income semi-arid countries

(2013) Donato Amitrano et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Leaf area index estimation of lowland rice using semi-empirical backscattering model

(2013) Vineet Kumar et al.   Journal of Applied Remote Sensing

Closing the Gaps in Our Knowledge of the Hydrological Cycle over Land: Conceptual Problems

(2013) William A. Lahoz et al.   SURVEYS IN GEOPHYSICS

Comparing simulations of three conceptually different forest models with National Forest Inventory data

(2012) Markus O. Huber et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An Earth Observation Land Data Assimilation System (EO-LDAS)

(2012) P. Lewis et al.   REMOTE SENSING OF ENVIRONMENT

Observation uncertainty of satellite soil moisture products determined with physically-based modeling

(2012) Niko Wanders et al.   REMOTE SENSING OF ENVIRONMENT

Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review

(2012) Carsten Montzka et al.   SENSORS

Quantifying the change in soil moisture modeling uncertainty from remote sensing observations using Bayesian inference techniques

(2012) Kenneth W. Harrison et al.   WATER RESOURCES RESEARCH

Accuracy of remote sensing data versus other sources of information for estimating net primary production inEucalyptus globulusLabill. andPinus pinasterAit. ecosystems in Portugal

(2011) Domingos M Lopes et al.   CANADIAN JOURNAL OF REMOTE SENSING

Ecological forecasting and data assimilation in a data-rich era

(2011) Yiqi Luo et al.   ECOLOGICAL APPLICATIONS

Integrating models with data in ecology and palaeoecology: advances towards a model-data fusion approach

(2011) Changhui Peng et al.   ECOLOGY LETTERS

Terrestrial ecosystems from space: a review of earth observation products for macroecology applications

(2011) Marion Pfeifer et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

A soil moisture assimilation scheme based on the microwave Land Emissivity Model and the Community Land Model

(2011) Shenglei Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

RAMI4PILPS: An intercomparison of formulations for the partitioning of solar radiation in land surface models

(2011) J.-L. Widlowski et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Conservation biology: The end of the wild

(2011) Emma Marris   NATURE

Improving the description of the suspended particulate matter concentrations in the southern North Sea through assimilating remotely sensed data

(2011) Ghada Y. El Serafy et al.   Ocean Science Journal

A spatially explicit hydro-ecological modeling framework (BEPS-TerrainLab V2.0): Model description and test in a boreal ecosystem in Eastern North America

(2009) Ajit Govind et al.   JOURNAL OF HYDROLOGY

Evaluating uncertainty in integrated environmental models: A review of concepts and tools

(2009) L. Shawn Matott et al.   WATER RESOURCES RESEARCH

Data assimilation methods in the Earth sciences

(2008) Rolf H. Reichle   ADVANCES IN WATER RESOURCES

Evaluating drought effect on MODIS Gross Primary Production (GPP) with an eco-hydrological model in the mountainous forest, East Asia

(2008) TAEHEE HWANG et al.   GLOBAL CHANGE BIOLOGY

Skill assessment for coupled biological/physical models of marine systems

(2008) Craig A. Stow et al.   JOURNAL OF MARINE SYSTEMS

Downscaling Thermal Infrared Radiance for Subpixel Land Surface Temperature Retrieval

(2008) Desheng Liu et al.   SENSORS

Comparison of adaptive filtering techniques for land surface data assimilation

(2008) W. T. Crow et al.   WATER RESOURCES RESEARCH

Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter

(2007) T QUAIFE et al.   REMOTE SENSING OF ENVIRONMENT