A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation
Gaussian processes (GPs) have experienced tremendous success in biogeophysical
parameter retrieval in the last few years. GPs constitute a solid Bayesian framework to …
parameter retrieval in the last few years. GPs constitute a solid Bayesian framework to …
Earth system science related imaging spectroscopy—An assessment
The science of spectroscopy has existed for more than three centuries, and imaging
spectroscopy for the Earth system for three decades. We first discuss the historical …
spectroscopy for the Earth system for three decades. We first discuss the historical …
[图书][B] Remote sensing of vegetation: principles, techniques, and applications
HG Jones, RA Vaughan - 2010 - books.google.com
Remote sensing is becoming an increasingly important tool for agriculturalists, ecologists,
and land managers for the study of Earth's agricultural and natural vegetation, and can be …
and land managers for the study of Earth's agricultural and natural vegetation, and can be …
Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation
The scale mismatch between remote sensing observations and state variables simulated by
crop growth models decreases the reliability of crop yield estimates. To overcome this …
crop growth models decreases the reliability of crop yield estimates. To overcome this …
Multi-temporal MODIS–Landsat data fusion for relative radiometric normalization, gap filling, and prediction of Landsat data
A semi-physical fusion approach that uses the MODIS BRDF/Albedo land surface
characterization product and Landsat ETM+ data to predict ETM+ reflectance on the same …
characterization product and Landsat ETM+ data to predict ETM+ reflectance on the same …
Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring
M Campos-Taberner, FJ García-Haro… - Remote Sensing of …, 2016 - Elsevier
This paper presents an operational chain for high-resolution leaf area index (LAI) retrieval
from multiresolution satellite data specifically developed for Mediterranean rice areas. The …
from multiresolution satellite data specifically developed for Mediterranean rice areas. The …
Improving land surface models with FLUXNET data
M Williams, AD Richardson, M Reichstein… - …, 2009 - bg.copernicus.org
There is a growing consensus that land surface models (LSMs) that simulate terrestrial
biosphere exchanges of matter and energy must be better constrained with data to quantify …
biosphere exchanges of matter and energy must be better constrained with data to quantify …
Evaluation of regional estimates of winter wheat yield by assimilating three remotely sensed reflectance datasets into the coupled WOFOST–PROSAIL model
To estimate regional-scale winter wheat (Triticum aestivum) yield, we developed a data-
assimilation scheme that assimilates remotely sensed reflectance into a coupled crop …
assimilation scheme that assimilates remotely sensed reflectance into a coupled crop …
Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data
Y Chen, Z Zhang, F Tao - European journal of agronomy, 2018 - Elsevier
Crop yield estimation at regional scale using crop model is generally subjected to large
uncertainties from insufficient spatial information on heterogeneous growth environment and …
uncertainties from insufficient spatial information on heterogeneous growth environment and …
Ecological forecasting and data assimilation in a data‐rich era
Several forces are converging to transform ecological research and increase its emphasis
on quantitative forecasting. These forces include (1) dramatically increased volumes of data …
on quantitative forecasting. These forces include (1) dramatically increased volumes of data …