Spatiotemporal Fusion of Multisource Remote Sensing Data: Literature Survey, Taxonomy, Principles, Applications, and Future Directions
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journal
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March 2018 |
Experimental harvesting of wetland plants to evaluate trade-offs between reducing methane emissions and removing nutrients accumulated to the biomass in constructed wetlands
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May 2020 |
NIRVP: A robust structural proxy for sun-induced chlorophyll fluorescence and photosynthesis across scales
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January 2022 |
A Cubesat enabled Spatio-Temporal Enhancement Method (CESTEM) utilizing Planet, Landsat and MODIS data
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May 2018 |
A physiological signal derived from sun-induced chlorophyll fluorescence quantifies crop physiological response to environmental stresses in the U.S. Corn Belt
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December 2021 |
Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data
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March 2020 |
Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data
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June 2018 |
Evaluation of four image fusion NDVI products against in-situ spectral-measurements over a heterogeneous rice paddy landscape
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February 2021 |
A simple filtered photodiode instrument for continuous measurement of narrowband NDVI and PRI over vegetated canopies
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March 2010 |
Comprehensive comparison of gap-filling techniques for eddy covariance net carbon fluxes
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December 2007 |
Reviews and syntheses: Ongoing and emerging opportunities to improve environmental science using observations from the Advanced Baseline Imager on the Geostationary Operational Environmental Satellites
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January 2021 |
ECOSTRESS estimates gross primary production with fine spatial resolution for different times of day from the International Space Station
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June 2021 |
Radiance-based NIR v as a proxy for GPP of corn and soybean
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February 2020 |
Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services
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May 2012 |
Solar-induced chlorophyll fluorescence is non-linearly related to canopy photosynthesis in a temperate evergreen needleleaf forest during the fall transition
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June 2021 |
Scaling Properties of Biologically Active Scalar Concentration Fluctuations in the Atmospheric Surface Layer over a Managed Peatland
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June 2010 |
Modeling the Footprint and Equivalent Radiance Transfer Path Length for Tower-Based Hemispherical Observations of Chlorophyll Fluorescence
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May 2017 |
Assessing the carbon and climate benefit of restoring degraded agricultural peat soils to managed wetlands
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April 2019 |
Seeing the Fields and Forests: Application of Surface-Layer Theory and Flux-Tower Data to Calculating Vegetation Canopy Height
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September 2015 |
Evaluation of remote sensing based terrestrial productivity from MODIS using regional tower eddy flux network observations
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July 2006 |
A coupled 1-D atmosphere and 3-D canopy radiative transfer model for canopy reflectance, light environment, and photosynthesis simulation in a heterogeneous landscape
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January 2008 |
FORCE—Landsat + Sentinel-2 Analysis Ready Data and Beyond
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May 2019 |
A practical approach for estimating the escape ratio of near-infrared solar-induced chlorophyll fluorescence
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October 2019 |
Productive wetlands restored for carbon sequestration quickly become net CO2 sinks with site-level factors driving uptake variability
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March 2021 |
Temporal Dynamics of Aerodynamic Canopy Height Derived From Eddy Covariance Momentum Flux Data Across North American Flux Networks
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September 2018 |
First operational BRDF, albedo nadir reflectance products from MODIS
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November 2002 |
Dynamic monitoring of the Poyang Lake wetland by integrating Landsat and MODIS observations
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May 2018 |
Retrieving high-resolution surface photosynthetically active radiation from the MODIS and GOES-16 ABI data
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July 2021 |
Experimental design for flux measurements: matching scales of observations and fluxes
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November 1997 |
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
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July 2020 |
Advanced spectral methods for climatic time series
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January 2002 |
Improving the performance of remote sensing models for capturing intra- and inter-annual variations in daily GPP: An analysis using global FLUXNET tower data
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December 2015 |
High-Resolution NDVI from Planet’s Constellation of Earth Observing Nano-Satellites: A New Data Source for Precision Agriculture
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September 2016 |
Statistical uncertainty of eddy flux–based estimates of gross ecosystem carbon exchange at Howland Forest, Maine
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January 2006 |
On the temporal upscaling of evapotranspiration from instantaneous remote sensing measurements to 8-day mean daily-sums
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January 2012 |
Restoring wetlands on intensive agricultural lands modifies nitrogen cycling microbial communities and reduces N2O production potential
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December 2021 |
Agricultural peatland restoration: effects of land-use change on greenhouse gas (CO 2 and CH 4 ) fluxes in the Sacramento-San Joaquin Delta
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October 2014 |
STAIR: A generic and fully-automated method to fuse multiple sources of optical satellite data to generate a high-resolution, daily and cloud-/gap-free surface reflectance product
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September 2018 |
Observing terrestrial ecosystems and the carbon cycle from space
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February 2015 |
On the relationship between sub-daily instantaneous and daily total gross primary production: Implications for interpreting satellite-based SIF retrievals
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February 2018 |
Observations and Recommendations for Coordinated Calibration Activities of Government and Commercial Optical Satellite Systems
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July 2020 |
Terrestrial gross primary production: Using NIR V to scale from site to globe
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July 2019 |
Assessing Tower Flux Footprint Climatology and Scaling Between Remotely Sensed and Eddy Covariance Measurements
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December 2008 |
Contributions of landscape heterogeneity within the footprint of eddy-covariance towers to flux measurements
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October 2018 |
Soil properties and sediment accretion modulate methane fluxes from restored wetlands
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April 2018 |
Comparison of In-Canopy Flux Footprints between Large-Eddy Simulation and the Lagrangian Simulation
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August 2008 |
A multi-site analysis of random error in tower-based measurements of carbon and energy fluxes
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January 2006 |
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery
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October 2021 |
Percent surface water estimation from MODIS BRDF 16-day image composites
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August 2011 |
Reconstructing semi-arid wetland surface water dynamics through spectral mixture analysis of a time series of Landsat satellite images (1984–2011)
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May 2016 |
Estimating the Seasonal Dynamics of the Leaf Area Index Using Piecewise LAI-VI Relationships Based on Phenophases
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March 2019 |
Point-to-Grid Conversion in Flux Footprints: Implications of Method Choice and Spatial Resolution for Regional-Scale Studies
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June 2019 |
Spatial representativeness and uncertainty of eddy covariance carbon flux measurements for upscaling net ecosystem productivity to the grid scale
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December 2016 |
Making full use of hyperspectral data for gross primary productivity estimation with multivariate regression: Mechanistic insights from observations and process-based simulations
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December 2019 |
Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites
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May 2021 |
Testing the performance of a novel spectral reflectance sensor, built with light emitting diodes (LEDs), to monitor ecosystem metabolism, structure and function
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December 2010 |
Parsing the variability in CH 4 flux at a spatially heterogeneous wetland: Integrating multiple eddy covariance towers with high-resolution flux footprint analysis
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July 2014 |
Casual Rerouting of AERONET Sun/Sky Photometers: Toward a New Network of Ground Measurements Dedicated to the Monitoring of Surface Properties?
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August 2021 |
Photochemical reflectance index (PRI) can be used to improve the relationship between gross primary productivity (GPP) and sun-induced chlorophyll fluorescence (SIF)
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September 2020 |
Landsat-8: Science and product vision for terrestrial global change research
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April 2014 |
Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence
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April 2020 |
Upscaling fluxes from tower to landscape: Overlaying flux footprints on high-resolution (IKONOS) images of vegetation cover
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February 2006 |
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm
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September 2005 |
Seasonality of ecosystem respiration and gross primary production as derived from FLUXNET measurements
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December 2002 |
A conceptual framework to define the spatial resolution requirements for agricultural monitoring using remote sensing
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November 2010 |
Reviews and Syntheses: optical sampling of the flux tower footprint
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January 2015 |
The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research
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July 1998 |
Detecting Hot Spots of Methane Flux Using Footprint‐Weighted Flux Maps
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August 2022 |
Assessing eddy-covariance flux tower location bias across the Fluxnet-Canada Research Network based on remote sensing and footprint modelling
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January 2011 |
ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station
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April 2020 |
Characterizing spatial representativeness of flux tower eddy-covariance measurements across the Canadian Carbon Program Network using remote sensing and footprint analysis
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September 2012 |
An Analytical Footprint Model For Non-Neutral Stratification
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May 2001 |
The effect of land cover type and structure on evapotranspiration from agricultural and wetland sites in the Sacramento–San Joaquin River Delta, California
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June 2018 |
CubeSats Enable High Spatiotemporal Retrievals of Crop-Water Use for Precision Agriculture
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November 2018 |
Effect of remote sensing spatial resolution on interpreting tower-based flux observations
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February 2008 |
MODIS-derived global land products of shortwave radiation and diffuse and total photosynthetically active radiation at 5 km resolution from 2000
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January 2018 |
The Harmonized Landsat and Sentinel-2 surface reflectance data set
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December 2018 |
Continuous observation of vegetation canopy dynamics using an integrated low-cost, near-surface remote sensing system
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January 2019 |
Canopy near-infrared reflectance and terrestrial photosynthesis
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March 2017 |
Evaluating the Spatial Representativeness of the MODerate Resolution Image Spectroradiometer Albedo Product (MCD43) at AmeriFlux Sites
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March 2019 |
CubeSats deliver new insights into agricultural water use at daily and 3 m resolutions
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June 2021 |
A simple two-dimensional parameterisation for Flux Footprint Prediction (FFP)
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January 2015 |
Canopy structure explains the relationship between photosynthesis and sun-induced chlorophyll fluorescence in crops
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May 2020 |
Geometry of the hemispherical radiometric footprint over plant canopies
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November 2017 |
Integration of MODIS land and atmosphere products with a coupled-process model to estimate gross primary productivity and evapotranspiration from 1 km to global scales: GLOBAL GPP AND ET
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December 2011 |
A daily, 250 m and real-time gross primary productivity product (2000–present) covering the contiguous United States
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January 2021 |
Characterizing ecosystem-atmosphere interactions from short to interannual time scales
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January 2007 |
The challenges of measuring methane fluxes and concentrations over a peatland pasture
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February 2012 |
Current systematic carbon-cycle observations and the need for implementing a policy-relevant carbon observing system
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January 2014 |
Evaluation of Atmospheric Boundary Layer Height From Wind Profiling Radar and Slab Models and Its Responses to Seasonality of Land Cover, Subsidence, and Advection
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March 2021 |
What is global photosynthesis? History, uncertainties and opportunities
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March 2019 |
FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities
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November 2001 |