Modelling Crop Biomass from Synthetic Remote Sensing Time Series: Example for the DEMMIN Test Site, Germany

This study compares the performance of the five widely used crop growth models (CGMs): World Food Studies (WOFOST), Coalition for Environmentally Responsible Economies (CERES)-Wheat, AquaCrop, cropping systems simulation model (CropSyst), and the semi-empiric light use efficiency approach (LUE) for...

Full description

Bibliographic Details
Published in:	Remote Sensing
Main Authors:	Maninder Singh Dhillon, Thorsten Dahms, Carina Kuebert-Flock, Erik Borg, Christopher Conrad, Tobias Ullmann
Format:	Article
Language:	English
Published:	MDPI AG 2020-06-01
Subjects:	crop growth models Landsat MODIS data fusion STARFM climate parameters
Online Access:	https://www.mdpi.com/2072-4292/12/11/1819

Similar Items

Forest Disturbance Mapping Using Dense Synthetic Landsat/MODIS Time-Series and Permutation-Based Disturbance Index Detection
by: David Frantz, et al.
Published: (2016-03-01)

Phenological Response of an Arizona Dryland Forest to Short-Term Climatic Extremes
by: Jessica Walker, et al.
Published: (2015-08-01)

Evaluation of MODIS, Landsat 8 and Sentinel-2 Data for Accurate Crop Yield Predictions: A Case Study Using STARFM NDVI in Bavaria, Germany
by: Maninder Singh Dhillon, et al.
Published: (2023-03-01)

Spatiotemporal Fusion Modelling Using STARFM: Examples of Landsat 8 and Sentinel-2 NDVI in Bavaria
by: Maninder Singh Dhillon, et al.
Published: (2022-01-01)

A spatio-temporal fusion strategy for improving the estimation accuracy of the aboveground biomass in grassland based on GF-1 and MODIS
by: Min Zhang, et al.
Published: (2023-12-01)

An enhanced spatiotemporal fusion method – Implications for coal fire monitoring using satellite imagery
by: Raktim Ghosh, et al.
Published: (2020-06-01)

An Improved STARFM with Help of an Unmixing-Based Method to Generate High Spatial and Temporal Resolution Remote Sensing Data in Complex Heterogeneous Regions
by: Dengfeng Xie, et al.
Published: (2016-02-01)

The Impact of Phenological Developments on Interferometric and Polarimetric Crop Signatures Derived from Sentinel-1: Examples from the DEMMIN Study Site (Germany)
by: Johannes Löw, et al.
Published: (2021-07-01)

A High Spatiotemporal Enhancement Method of Forest Vegetation Leaf Area Index Based on Landsat8 OLI and GF-1 WFV Data
by: Xin Luo, et al.
Published: (2023-05-01)

Improving the STARFM Fusion Method for Downscaling the SSEBOP Evapotranspiration Product from 1 km to 30 m in an Arid Area in China
by: Jingjing Sun, et al.
Published: (2023-11-01)

Quantitative Evaluation of Grassland SOS Estimation Accuracy Based on Different MODIS-Landsat Spatio-Temporal Fusion Datasets
by: Yungang Cao, et al.
Published: (2022-05-01)

Impact of STARFM on Crop Yield Predictions: Fusing MODIS with Landsat 5, 7, and 8 NDVIs in Bavaria Germany
by: Maninder Singh Dhillon, et al.
Published: (2023-03-01)

Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods
by: Xiaochun Zhang, et al.
Published: (2024-07-01)

Mapping Flood in Endorheic Depressions Using Multitemporal and Multiresolution Remote Sensing Data—Example of Chotts Merouane and Melrhir, Algeria
by: Jean-Paul Deroin, et al.
Published: (2026-05-01)

Downscaling estimation of NEP in the ecologically-oriented county based on multi-source remote sensing data
by: Bofu Zheng, et al.
Published: (2024-03-01)

STAIR 2.0: A Generic and Automatic Algorithm to Fuse Modis, Landsat, and Sentinel-2 to Generate 10 m, Daily, and Cloud-/Gap-Free Surface Reflectance Product
by: Yunan Luo, et al.
Published: (2020-10-01)

Synthetic RapidEye data used for the detection of area-based spruce tree mortality induced by bark beetles
by: Hooman Latifi, et al.
Published: (2018-11-01)

Spatiotemporal Fusion of Formosat-2 and Landsat-8 Satellite Images: A Comparison of “Super Resolution-Then-Blend” and “Blend-Then-Super Resolution” Approaches
by: Tee-Ann Teo, et al.
Published: (2021-02-01)

Continuous Daily Evapotranspiration Estimation at the Field-Scale over Heterogeneous Agricultural Areas by Fusing ASTER and MODIS Data
by: Zhenyan Yi, et al.
Published: (2018-10-01)

Ice drift in Peter the Great Bay
by: Vyacheslav A. Dubina, et al.
Published: (2014-09-01)

Spatial variability of ice drift on the northeastern shelf of Sakhalin
by: Vyacheslav A. Dubina, et al.
Published: (2015-12-01)

Scaling Effect of Fused ASTER-MODIS Land Surface Temperature in an Urban Environment
by: Hua Liu, et al.
Published: (2018-11-01)

Fusing MODIS with Landsat 8 data to downscale weekly normalized difference vegetation index estimates for central Great Basin rangelands, USA
by: Stephen P. Boyte, et al.
Published: (2018-05-01)

A comparison between Landsat ETM+ and MODIS/TERRA images for detecting deforestation increments in the Eastern Acre region
by: Anderson da S. Costa, et al.
Published: (2005-08-01)

Remotely sensed assessment of increasing chronic and episodic drought effects on a Costa Rican tropical dry forest
by: Cho‐ying Huang, et al.
Published: (2021-11-01)

Bayesian Method for Building Frequent Landsat-Like NDVI Datasets by Integrating MODIS and Landsat NDVI
by: Limin Liao, et al.
Published: (2016-05-01)

Evaluating the Spatial Representativeness of the MODerate Resolution Image Spectroradiometer Albedo Product (MCD43) at AmeriFlux Sites
by: Hongmin Zhou, et al.
Published: (2019-03-01)

A new method for generating a clear-sky Landsat composite for cropland from cloud-contaminated Landsat-7 and Landsat-8 images
by: Junhua Li, et al.
Published: (2018-05-01)

Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series
by: Alex O. Onojeghuo, et al.
Published: (2018-09-01)

Recovery Rates of Wetland Vegetation Greenness in Severely Burned Ecosystems of Alaska Derived from Satellite Image Analysis
by: Christopher Potter
Published: (2018-09-01)

Abandoned Farmland Extraction and Feature Analysis Based on Multi-Sensor Fused Normalized Difference Vegetation Index Time Series—A Case Study in Western Mianchi County
by: Jiqiu Deng, et al.
Published: (2024-03-01)

Spatiotemporal Vegetation Dynamics, Forest Loss, and Recovery: Multidecadal Analysis of the U.S. Triple Crown National Scenic Trail Network
by: Amber R. Ignatius, et al.
Published: (2025-03-01)

Crop Evapotranspiration Dynamics in Morocco’s Climate-Vulnerable Saiss Plain
by: Abdellah Oumou, et al.
Published: (2025-07-01)

Annual and Seasonal Patterns of Burned Area Products in Arctic-Boreal North America and Russia for 2001–2020
by: Andrew A. Clelland, et al.
Published: (2024-09-01)

Satellite Determination of Peatland Water Table Temporal Dynamics by Localizing Representative Pixels of A SWIR-Based Moisture Index
by: Iuliia Burdun, et al.
Published: (2020-09-01)

Remote Sensing of Pasture Degradation in the Highlands of the Kyrgyz Republic: Finer-Scale Analysis Reveals Complicating Factors
by: Monika A. Tomaszewska, et al.
Published: (2021-08-01)

Land Cover Dynamics on the Lower Ganges–Brahmaputra Delta: Agriculture–Aquaculture Transitions, 1972–2017
by: Daniel Sousa, et al.
Published: (2021-11-01)

Understanding the Linkage between Urban Growth and Land Surface Temperature—A Case Study of Bangalore City, India
by: Shruti Kanga, et al.
Published: (2022-08-01)

An Experimental Study of the Accuracy and Change Detection Potential of Blending Time Series Remote Sensing Images with Spatiotemporal Fusion
by: Jingbo Wei, et al.
Published: (2023-07-01)

Breakthroughs in satellite remote sensing of floods
by: Guy J-P. Schumann, et al.
Published: (2024-04-01)