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Recent developments in estimating land surface biogeophysical variables from optical remote sensing

https://doi.org/10.1177/0309133307084626

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/047172372xopenalex-snapshot

Quantitative Remote Sensing of Land Surfaces

inferredcites →https://doi.org/10.1002/hyp.5802openalex-snapshot

The effect of viewing geometry and topography on viewable gap fractions through forest canopies

inferredcites →https://doi.org/10.1002/hyp.5805openalex-snapshot

Modelling and measuring the spectral bidirectional reflectance factor of snow‐covered sea ice: an intercomparison study

inferredcites →https://doi.org/10.1007/978-1-4020-6450-0_12openalex-snapshot

Data Assimilation Methods for Land Surface Variable Estimation

inferredcites →https://doi.org/10.1007/978-1-4020-6450-0_17openalex-snapshot

Applications of Terrestrial Remote Sensing to Climate Modeling

inferredcites →https://doi.org/10.1007/bf03183725openalex-snapshot

In-orbit cross-calibration of HY-1A satellite sensor COCTS

inferredcites →https://doi.org/10.1007/s10584-004-3566-3openalex-snapshot

Canopy Structure Parameters Derived from Multi-Angular Remote Sensing Data for Terrestrial Carbon Studies

inferredcites →https://doi.org/10.1016/j.jag.2004.10.012openalex-snapshot

Spectrodirectional remote sensing for the improved estimation of biophysical and -chemical variables: two case studies

inferredcites →https://doi.org/10.1016/j.jag.2005.01.002openalex-snapshot

A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment

inferredcites →https://doi.org/10.1016/j.rse.2002.08.001openalex-snapshot

Large area forest classification and biophysical parameter estimation using the 5-Scale canopy reflectance model in Multiple-Forward-Mode

inferredcites →https://doi.org/10.1016/j.rse.2003.06.003openalex-snapshot

A method to account for shoot scale clumping in coniferous canopy reflectance models

inferredcites →https://doi.org/10.1016/j.rse.2003.10.016openalex-snapshot

Estimating fractional snow cover from MODIS using the normalized difference snow index

inferredcites →https://doi.org/10.1016/j.rse.2003.12.011openalex-snapshot

Airborne experimental measurements of the angular variations in surface temperature over urban areas: case study of Marseille (France)

inferredcites →https://doi.org/10.1016/j.rse.2004.01.004openalex-snapshot

A hemispherical–directional reflectance model as a tool for understanding image distinctions between cultivated and uncultivated bare surfaces

inferredcites →https://doi.org/10.1016/j.rse.2004.02.003openalex-snapshot

Land surface temperature retrieval from LANDSAT TM 5

inferredcites →https://doi.org/10.1016/j.rse.2004.06.005openalex-snapshot

Inversion of a radiative transfer model with hyperspectral observations for LAI mapping in poplar plantations

inferredcites →https://doi.org/10.1016/j.rse.2004.06.009openalex-snapshot

Land surface temperature retrieval from MSG1-SEVIRI data

inferredcites →https://doi.org/10.1016/j.rse.2004.09.009openalex-snapshot

Using angular and spectral shape similarity constraints to improve MISR aerosol and surface retrievals over land

inferredcites →https://doi.org/10.1016/j.rse.2004.09.013openalex-snapshot

Aerosol optical thickness determination by exploiting the synergy of TERRA and AQUA MODIS

inferredcites →https://doi.org/10.1016/j.rse.2004.10.004openalex-snapshot

Estimation of net primary productivity by integrating remote sensing data with an ecosystem model

inferredcites →https://doi.org/10.1016/j.rse.2004.11.001openalex-snapshot

A hybrid inversion method for mapping leaf area index from MODIS data: experiments and application to broadleaf and needleleaf canopies

inferredcites →https://doi.org/10.1016/j.rse.2004.11.008openalex-snapshot

Vicarious calibration of MERIS over dark waters in the near infrared

inferredcites →https://doi.org/10.1016/j.rse.2004.11.017openalex-snapshot

Use of coupled canopy structure dynamic and radiative transfer models to estimate biophysical canopy characteristics

inferredcites →https://doi.org/10.1016/j.rse.2004.12.016openalex-snapshot

Remote sensing of forest biophysical variables using HyMap imaging spectrometer data

inferredcites →https://doi.org/10.1016/j.rse.2005.02.009openalex-snapshot

Application of photon recollision probability in coniferous canopy reflectance simulations

inferredcites →https://doi.org/10.1016/j.rse.2005.02.011openalex-snapshot

A new index for mapping lichen-dominated biological soil crusts in desert areas

inferredcites →https://doi.org/10.1016/j.rse.2005.05.001openalex-snapshot

Detecting near-surface moisture stress in spp.

inferredcites →https://doi.org/10.1016/j.rse.2005.05.003openalex-snapshot

Global mapping of foliage clumping index using multi-angular satellite data

inferredcites →https://doi.org/10.1016/j.rse.2005.08.005openalex-snapshot

LAI retrieval from multiangular image classification and inversion of a ray tracing model

inferredcites →https://doi.org/10.1016/j.rse.2005.10.003openalex-snapshot

3D modelling of forest canopy structure for remote sensing simulations in the optical and microwave domains

inferredcites →https://doi.org/10.1016/j.rse.2006.03.009openalex-snapshot

Development of a daily long term record of NOAA-14 AVHRR land surface temperature over Africa

inferredcites →https://doi.org/10.1016/j.rse.2006.04.019openalex-snapshot

Estimation of LAI and fractional cover from small footprint airborne laser scanning data based on gap fraction

inferredcites →https://doi.org/10.1016/j.rse.2006.05.016openalex-snapshot

Improved estimation of aerosol optical depth from MODIS imagery over land surfaces

inferredcites →https://doi.org/10.1016/j.rse.2006.07.014openalex-snapshot

Neural network estimation of LAI, fAPAR, fCover and LAI×Cab, from top of canopy MERIS reflectance data: Principles and validation

inferredcites →https://doi.org/10.1016/j.rse.2006.07.023openalex-snapshot

Retrieving forest background reflectance in a boreal region from Multi-angle Imaging SpectroRadiometer (MISR) data

inferredcites →https://doi.org/10.1016/j.rse.2006.08.011openalex-snapshot

Reflectance seasonality and its relation to the canopy leaf area index in an eastern Siberian larch forest: Multi-satellite data and radiative transfer analyses

inferredcites →https://doi.org/10.1016/j.rse.2006.09.013openalex-snapshot

Fusion of imaging spectrometer and LIDAR data over combined radiative transfer models for forest canopy characterization

inferredcites →https://doi.org/10.1016/j.rse.2006.09.031openalex-snapshot

Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer

inferredcites →https://doi.org/10.1016/s0034-4257(01)00264-4openalex-snapshot

A two-layer model of the bidirectional reflectance of homogeneous vegetation canopies

inferredcites →https://doi.org/10.1016/s0034-4257(01)00292-9openalex-snapshot

Estimation of fAPAR, LAI, and vegetation fractional cover from ATSR-2 imagery

inferredcites →https://doi.org/10.1016/s0034-4257(02)00079-2openalex-snapshot

Towards an operational MODIS continuous field of percent tree cover algorithm: examples using AVHRR and MODIS data

inferredcites →https://doi.org/10.1016/s0034-4257(02)00091-3openalex-snapshot

First operational BRDF, albedo nadir reflectance products from MODIS

inferredcites →https://doi.org/10.1016/s0034-4257(03)00005-1openalex-snapshot

Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model

inferredcites →https://doi.org/10.1016/s0034-4257(03)00146-9openalex-snapshot

An interpolation procedure for generalizing a look-up table inversion method

inferredcites →https://doi.org/10.1016/s0168-1923(03)00038-8openalex-snapshot

Relationship between net radiation and solar radiation for semi-arid shrub-land

inferredcites →https://doi.org/10.1016/s0262-8856(03)00137-9openalex-snapshot

Image registration methods: a survey

inferredcites →https://doi.org/10.1016/s0924-2716(01)00022-3openalex-snapshot

SENSOR: a tool for the simulation of hyperspectral remote sensing systems

inferredcites →https://doi.org/10.1023/b:boun.0000010995.62115.46openalex-snapshot

A Model to Calculate what a Remote Sensor `Sees' of an Urban Surface

inferredcites →https://doi.org/10.1029/2002jd002247openalex-snapshot

Thermal infrared radiative transfer within three‐dimensional vegetation covers

inferredcites →https://doi.org/10.1029/2002jd003288openalex-snapshot

Modeling lidar waveforms with time‐dependent stochastic radiative transfer theory for remote estimations of forest structure

inferredcites →https://doi.org/10.1029/2003jd003823openalex-snapshot

The multi‐institution North American Land Data Assimilation System (NLDAS): Utilizing multiple GCIP products and partners in a continental distributed hydrological modeling system

inferredcites →https://doi.org/10.1029/2003jd004212openalex-snapshot

Surface temperature retrieval from Along Track Scanning Radiometer 2 data: Algorithms and validation

inferredcites →https://doi.org/10.1029/2003jd004252openalex-snapshot

Radiation Transfer Model Intercomparison (RAMI) exercise: Results from the second phase

inferredcites →https://doi.org/10.1029/2003jd004457openalex-snapshot

Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data

inferredcites →https://doi.org/10.1029/2004gb002254openalex-snapshot

Two decades of terrestrial carbon fluxes from a carbon cycle data assimilation system (CCDAS)

inferredcites →https://doi.org/10.1029/2004gl020418openalex-snapshot

Consistent surface albedo retrieval from two adjacent geostationary satellites

inferredcites →https://doi.org/10.1029/2004jd004888openalex-snapshot

Derivation of diurnal courses of albedo and reflected solar irradiance from airborne POLDER data acquired near solar noon

inferredcites →https://doi.org/10.1029/2004jd005214openalex-snapshot

Synergy between 1‐D and 3‐D radiation transfer models to retrieve vegetation canopy properties from remote sensing data

inferredcites →https://doi.org/10.1029/2004jd005493openalex-snapshot

Mapping daily snow/ice shortwave broadband albedo from Moderate Resolution Imaging Spectroradiometer (MODIS): The improved direct retrieval algorithm and validation with Greenland in situ measurement

inferredcites →https://doi.org/10.1029/2005jd006511openalex-snapshot

Evaluation of fraction of absorbed photosynthetically active radiation products for different canopy radiation transfer regimes: Methodology and results using Joint Research Center products derived from SeaWiFS against ground‐based estimations

inferredcites →https://doi.org/10.1029/2005jd006728openalex-snapshot

Comparison of International Panel on Climate Change Fourth Assessment Report climate model simulations of surface albedo with satellite products over northern latitudes

inferredcites →https://doi.org/10.1029/2005jd006730openalex-snapshot

Estimation of incident Photosynthetically Active Radiation from MODIS Data

inferredcites →https://doi.org/10.1029/2005jd006830openalex-snapshot

Evaluation of split‐window and dual‐angle correction methods for land surface temperature retrieval from Envisat/Advanced Along Track Scanning Radiometer (AATSR) data

inferredcites →https://doi.org/10.1029/2005je002428openalex-snapshot

Application of modern radiative transfer tools to model laboratory quartz emissivity

inferredcites →https://doi.org/10.1029/2006gl027148openalex-snapshot

Mapping woody plant cover in desert grasslands using canopy reflectance modeling and MISR data

inferredcites →https://doi.org/10.1029/2006jd007313openalex-snapshot

Retrieval error estimation of surface albedo derived from geostationary large band satellite observations: Application to Meteosat‐2 and Meteosat‐7 data

inferredcites →https://doi.org/10.1029/2006jd007821openalex-snapshot

Third Radiation Transfer Model Intercomparison (RAMI) exercise: Documenting progress in canopy reflectance models

inferredcites →https://doi.org/10.1034/j.1600-0889.2003.00031.xopenalex-snapshot

Estimating regional terrestrial carbon fluxes for the Australian continent using a multiple-constraint approach. I. Using remotely sensed data and ecological observations of net primary production

inferredcites →https://doi.org/10.1078/0176-1617-00887openalex-snapshot

Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves

inferredcites →https://doi.org/10.1080/0143116021000023871openalex-snapshot

Simulation of scaling effects of thermal emission from non-isothermal pixels with the typical three-dimensional structure

inferredcites →https://doi.org/10.1080/0143116031000096014openalex-snapshot

A new approach for retrieving precipitable water from ATSR2 split-window channel data over land area

inferredcites →https://doi.org/10.1080/0143116031000101576openalex-snapshot

A practical algorithm to infer soil and foliage component temperatures from bi-angular ATSR-2 data

inferredcites →https://doi.org/10.1080/0143116031000101611openalex-snapshot

Review article: Geometric processing of remote sensing images: models, algorithms and methods

inferredcites →https://doi.org/10.1080/0143116031000115184openalex-snapshot

Study of emissivity scaling and relativity of homogeneity of surface temperature

inferredcites →https://doi.org/10.1080/0143116031000116426openalex-snapshot

Definition of component effective emissivity for heterogeneous and non-isothermal surfaces and its approximate calculation

inferredcites →https://doi.org/10.1080/01431160310001592508openalex-snapshot

Preliminary results for SeaWiFS vicarious calibration coefficients in the Baltic Sea

inferredcites →https://doi.org/10.1080/01431160412331291305openalex-snapshot

Retrieval of forest biophysical variables by inverting a 3-D radiative transfer model and using high and very high resolution imagery

inferredcites →https://doi.org/10.1080/01431160500127484openalex-snapshot

Atmospheric water vapour content retrieval from visible and thermal data in the framework of the DAISEX campaigns

inferredcites →https://doi.org/10.1080/01431160701468984openalex-snapshot

Validating a new algorithm for estimating aerosol optical depths over land from MODIS imagery

inferredcites →https://doi.org/10.1109/36.701020openalex-snapshot

Clouds and the Earth's Radiant Energy System (CERES): algorithm overview

inferredcites →https://doi.org/10.1109/lgrs.2004.824747openalex-snapshot

An Improved Atmospheric Correction Algorithm for Hyperspectral Remotely Sensed Imagery

inferredcites →https://doi.org/10.1109/lgrs.2006.885869openalex-snapshot

Feasibility of Retrieving Land-Surface Temperature From ASTER TIR Bands Using Two-Channel Algorithms: A Case Study of Agricultural Areas

inferredcites →https://doi.org/10.1109/lgrs.2006.887064openalex-snapshot

Forest Canopy Gap Fraction From Terrestrial Laser Scanning

inferredcites →https://doi.org/10.1109/tgrs.2002.807751openalex-snapshot

A direct algorithm for estimating land surface broadband albedos from MODIS imagery

inferredcites →https://doi.org/10.1109/tgrs.2002.807756openalex-snapshot

Structural change detection in a disturbed conifer forest using a geometric optical reflectance model in multiple-forward mode

inferredcites →https://doi.org/10.1109/tgrs.2003.813210openalex-snapshot

Cross comparison of eo-1 sensors and other earth resources sensors to landsat-7 etm+ using railroad valley playa

inferredcites →https://doi.org/10.1109/tgrs.2003.813211openalex-snapshot

Vicarious radiometric calibration of eo-1 sensors by reference to high-reflectance ground targets

inferredcites →https://doi.org/10.1109/tgrs.2003.813493openalex-snapshot

Retrieving leaf area index with a neural network method: simulation and validation

inferredcites →https://doi.org/10.1109/tgrs.2004.824067openalex-snapshot

Aerosol properties over bright-reflecting source regions

inferredcites →https://doi.org/10.1109/tgrs.2004.831882openalex-snapshot

Operational calibration of the Meteosat radiometer VIS band

inferredcites →https://doi.org/10.1109/tgrs.2004.834196openalex-snapshot

Modeling directional brightness temperature over a maize canopy in row structure

inferredcites →https://doi.org/10.1109/tgrs.2004.836387openalex-snapshot

Cross calibration of the Landsat-7 ETM+ and EO-1 ALI sensor

inferredcites →https://doi.org/10.1109/tgrs.2004.837326openalex-snapshot

Analysis of remotely sensed data: the formative decades and the future

inferredcites →https://doi.org/10.1109/tgrs.2004.839085openalex-snapshot

Landsat-5 TM and Landsat-7 ETM+ absolute radiometric calibration using the reflectance-based method

inferredcites →https://doi.org/10.1109/tgrs.2005.847793openalex-snapshot

Direct and inverse radiative transfer solutions for visible and near-infrared hyperspectral imagery

inferredcites →https://doi.org/10.1109/tgrs.2005.848412openalex-snapshot

Estimating leaf area index from satellite imagery using Bayesian networks

inferredcites →https://doi.org/10.1109/tgrs.2005.848414openalex-snapshot

Reflective properties of natural snow: approximate asymptotic theory versus in situ measurements

inferredcites →https://doi.org/10.1109/tgrs.2005.848425openalex-snapshot

Vicarious calibration of ADEOS-2 GLI visible to shortwave infrared bands using global datasets

inferredcites →https://doi.org/10.1109/tgrs.2005.852477openalex-snapshot

Analysis and optimization of the MODIS leaf area index algorithm retrievals over broadleaf forests

inferredcites →https://doi.org/10.1109/tgrs.2005.852480openalex-snapshot

SCS+C: a modified Sun-canopy-sensor topographic correction in forested terrain

inferredcites →https://doi.org/10.1109/tgrs.2005.853718openalex-snapshot

Using 1-D models to interpret the reflectance anisotropy of 3-D canopy targets: issues and caveats

inferredcites →https://doi.org/10.1109/tgrs.2005.856114openalex-snapshot

Analysis of the NPOESS VIIRS land surface temperature algorithm using MODIS data

inferredcites →https://doi.org/10.1109/tgrs.2005.861008openalex-snapshot

A directional spectral mixture analysis method: application to multiangular airborne measurements

inferredcites →https://doi.org/10.1109/tgrs.2006.872079openalex-snapshot

Aerosol optical depth and land surface reflectance from multiangle AATSR measurements: global validation and intersensor comparisons

inferredcites →https://doi.org/10.1109/tgrs.2006.872100openalex-snapshot

Algorithm for global leaf area index retrieval using satellite imagery

inferredcites →https://doi.org/10.1109/tgrs.2006.877436openalex-snapshot

Special Issue on Global Land Product Validation

inferredcites →https://doi.org/10.1109/tgrs.2006.879545openalex-snapshot

Spectral Normalization and Fusion of Optical Sensors for the Retrieval of BRDF and Albedo: Application to VEGETATION, MODIS, and MERIS Data Sets

inferredcites →https://doi.org/10.1111/j.1365-2486.2004.00891.xopenalex-snapshot

An improved analysis of forest carbon dynamics using data assimilation

inferredcites →https://doi.org/10.1175/1520-0426(2002)019<1500:doansm>2.0.co;2openalex-snapshot

Development of a Nonlinear Statistical Method for Estimating the Downward Longwave Radiation at the Surface from Satellite Observations

inferredcites →https://doi.org/10.1175/1520-0442(2002)015<3123:tlscot>2.0.co;2openalex-snapshot

The Land Surface Climatology of the Community Land Model Coupled to the NCAR Community Climate Model*

inferredcites →https://doi.org/10.1175/1520-0450(2003)042<1157:ponarf>2.0.co;2openalex-snapshot

Parameterization of Net All-Wave Radiation for Urban Areas

inferredcites →https://doi.org/10.1175/1520-0450(2003)042<1525:ivadto>2.0.co;2openalex-snapshot

Interannual Variability and Decadal Trend of Global Fractional Vegetation Cover from 1982 to 2000

inferredcites →https://doi.org/10.1175/1520-0450(2004)043<0363:lsteft>2.0.co;2openalex-snapshot

Land Surface Temperature Estimation from the Next Generation of Geostationary Operational Environmental Satellites: GOES M–Q

inferredcites →https://doi.org/10.1175/1520-0450(2004)043<0548:eolsto>2.0.co;2openalex-snapshot

Estimation of Land Surface Temperature over the Tibetan Plateau Using GMS Data

inferredcites →https://doi.org/10.1175/bams-84-8-1013openalex-snapshot

The Common Land Model

inferredcites →https://doi.org/10.1175/bams-85-1-65openalex-snapshot

Estimating Land Surface Energy Budgets From Space: Review and Current Efforts at the University of Wisconsin—Madison and USDA–ARS

inferredcites →https://doi.org/10.1175/bams-85-3-381openalex-snapshot

The Global Land Data Assimilation System

inferredcites →https://doi.org/10.1175/bams-85-4-587openalex-snapshot

Analysis of Land Skin Temperature Using AVHRR Observations

inferredcites →https://doi.org/10.1175/jcli3720.1openalex-snapshot

An Improved Land Surface Emissivity Parameter for Land Surface Models Using Global Remote Sensing Observations

inferredcites →https://doi.org/10.1579/0044-7447-32.8.494openalex-snapshot

Remote Sensing for the Environment

inferredcites →https://doi.org/10.1579/0044-7447-32.8.535openalex-snapshot

Forest Reflectance Modeling: Theoretical Aspects and Applications

inferredcites →https://doi.org/10.34133/remotesensingopenalex-snapshot

Journal of Remote Sensing

inferredcites →https://doi.org/10.5589/m02-087openalex-snapshot

Landsat TM and ETM+ thermal band calibration

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4513121openalex-extracted

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Multifaceted Spectral Feature Interaction Effects Enhance Remote Sensing Inversion of Chlorophyll in Cadmium-Stressed Rice

inferred← citeshttps://doi.org/10.1002/2017jd027010openalex-snapshot

Snow Cover and Vegetation‐Induced Decrease in Global Albedo From 2002 to 2016

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A Brief Review of Statistical and Machine Learning Integration Methods for Multiple High-Level Satellite Land Products

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Geospatial Science and Technology for Understanding the Complexities of the Critical Zone

inferred← citeshttps://doi.org/10.1016/j.agrformet.2017.06.016openalex-snapshot

Evaluation of four long time-series global leaf area index products

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Comprehensive evaluation of empirical algorithms for estimating land surface evapotranspiration

inferred← citeshttps://doi.org/10.1016/j.catena.2023.107127openalex-snapshot

Combining optical and microwave remote sensing for assessing gullies in human-disturbed vegetated landscapes

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Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks

inferred← citeshttps://doi.org/10.1016/j.compag.2026.111414openalex-snapshot

Utilization of synthetic minority oversampling technique and transfer learning for improving rice and wheat LAI estimation

inferred← citeshttps://doi.org/10.1016/j.ecolind.2023.110690openalex-snapshot

Albedo-dominated biogeophysical warming effects induced by vegetation restoration on the Loess Plateau, China

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A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems

inferred← citeshttps://doi.org/10.1016/j.fecs.2023.100135openalex-snapshot

Assessing spatiotemporal variations of forest carbon density using bi-temporal discrete aerial laser scanning data in Chinese boreal forests

inferred← citeshttps://doi.org/10.1016/j.geodrs.2020.e00291openalex-snapshot

Multi-resolution soil-landscape characterisation in KwaZulu Natal: Using geomorphons to classify local soilscapes for improved digital geomorphological modelling

inferred← citeshttps://doi.org/10.1016/j.geoforum.2015.03.015openalex-snapshot

The ecosystem—movements, connections, tensions and translations

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Geospatial technologies and digital geomorphological mapping: Concepts, issues and research

inferred← citeshttps://doi.org/10.1016/j.heliyon.2023.e21485openalex-snapshot

Above ground tree biomass modeling using machine learning algorithms in western Terai Sal Forest of Nepal

inferred← citeshttps://doi.org/10.1016/j.inpa.2016.04.001openalex-snapshot

Inversion of radiative transfer model for retrieval of wheat biophysical parameters from broadband reflectance measurements

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2011.05.001openalex-snapshot

Use of field reflectance data for crop mapping using airborne hyperspectral image

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2015.04.013openalex-snapshot

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2015.05.005openalex-snapshot

Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

inferred← citeshttps://doi.org/10.1016/j.jag.2017.01.002openalex-snapshot

A review of progress in identifying and characterizing biocrusts using proximal and remote sensing

inferred← citeshttps://doi.org/10.1016/j.jag.2019.101919openalex-snapshot

Evaluating the performance of PROSPECT in the retrieval of leaf traits across canopy throughout the growing season

inferred← citeshttps://doi.org/10.1016/j.jag.2019.102037openalex-snapshot

Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data

inferred← citeshttps://doi.org/10.1016/j.jag.2020.102240openalex-snapshot

Toward operational validation systems for global satellite-based terrestrial essential climate variables

inferred← citeshttps://doi.org/10.1016/j.jag.2021.102454openalex-snapshot

Estimating the phenological dynamics of irrigated rice leaf area index using the combination of PROSAIL and Gaussian Process Regression

inferred← citeshttps://doi.org/10.1016/j.jag.2025.105051openalex-snapshot

High spatial resolution GLASS FAPAR (version 2) product from Landsat imagery: Algorithm development using a knowledge transfer strategy

inferred← citeshttps://doi.org/10.1016/j.mcm.2012.12.013openalex-snapshot

Integrating a very fast simulated annealing optimization algorithm for crop leaf area index variational assimilation

inferred← citeshttps://doi.org/10.1016/j.rse.2009.04.010openalex-snapshot

Direct retrieval of the shape of leaf spectral albedo from multiangular hyperspectral Earth observation data

inferred← citeshttps://doi.org/10.1016/j.rse.2009.07.008openalex-snapshot

Efficient radiative transfer model inversion for remote sensing applications

inferred← citeshttps://doi.org/10.1016/j.rse.2010.09.012openalex-snapshot

Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations

inferred← citeshttps://doi.org/10.1016/j.rse.2011.10.035openalex-snapshot

Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery

inferred← citeshttps://doi.org/10.1016/j.rse.2012.01.004openalex-snapshot

Estimation of surface albedo and directional reflectance from Moderate Resolution Imaging Spectroradiometer (MODIS) observations

inferred← citeshttps://doi.org/10.1016/j.rse.2012.05.026openalex-snapshot

Lidar calibration and validation for geometric-optical modeling with Landsat imagery

inferred← citeshttps://doi.org/10.1016/j.rse.2012.12.026openalex-snapshot

Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection

inferred← citeshttps://doi.org/10.1016/j.rse.2014.01.021openalex-snapshot

Retrieval of leaf area index using temporal, spectral, and angular information from multiple satellite data

inferred← citeshttps://doi.org/10.1016/j.rse.2014.06.023openalex-snapshot

Geographical gradients in boreal forest albedo and structure in Finland

inferred← citeshttps://doi.org/10.1016/j.rse.2016.06.008openalex-snapshot

Consistent estimation of multiple parameters from MODIS top of atmosphere reflectance data using a coupled soil-canopy-atmosphere radiative transfer model

inferred← citeshttps://doi.org/10.1016/j.rse.2016.07.036openalex-snapshot

Estimation of fraction of absorbed photosynthetically active radiation from multiple satellite data: Model development and validation

inferred← citeshttps://doi.org/10.1016/j.rse.2016.12.019openalex-snapshot

Analysis of MODIS albedo changes over steady woody covers in France during the period of 2001–2013

inferred← citeshttps://doi.org/10.1016/j.rse.2017.09.007openalex-snapshot

Utility of multitemporal lidar for forest and carbon monitoring: Tree growth, biomass dynamics, and carbon flux

inferred← citeshttps://doi.org/10.1016/j.rse.2020.111854openalex-snapshot

Quantitative analysis of the links between forest structure and land surface albedo on a global scale

inferred← citeshttps://doi.org/10.1016/j.soilad.2025.100044openalex-snapshot

Integrating GIS and remote sensing for soil attributes mapping in degraded pastures of the Brazilian Cerrado

inferred← citeshttps://doi.org/10.1016/j.srs.2022.100060openalex-snapshot

Generating high spatial resolution GLASS FAPAR product from Landsat images

inferred← citeshttps://doi.org/10.1016/j.srs.2024.100152openalex-snapshot

Advancements in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges

inferred← citeshttps://doi.org/10.1017/9781108552172.007openalex-snapshot

Pioneering Fieldwork Heroes in the Life Sciences

inferred← citeshttps://doi.org/10.1029/2008gm000818openalex-snapshot

Northern Peatland Vegetation and the Carbon Cycle: A Remote Sensing Approach

inferred← citeshttps://doi.org/10.1029/2019jd030660openalex-snapshot

Sensitivity of Coarse‐Scale Snow‐Free Land Surface Shortwave Albedo to Topography

inferred← citeshttps://doi.org/10.1063/5.0291880openalex-snapshot

Calculation of above ground biomass using machine learning

inferred← citeshttps://doi.org/10.1080/01431161.2010.485138openalex-snapshot

Analysis of seagrass reflectivity by using a water column correction algorithm

inferred← citeshttps://doi.org/10.1080/01431161.2010.550642openalex-snapshot

A dynamic Bayesian network data fusion algorithm for estimating leaf area index using time-series data from in situ measurement to remote sensing observations

inferred← citeshttps://doi.org/10.1080/01431161.2015.1041178openalex-snapshot

A comparison study on empirical microwave soil moisture downscaling methods based on the integration of microwave-optical/IR data on the Tibetan Plateau

inferred← citeshttps://doi.org/10.1080/01431161.2016.1212421openalex-snapshot

Comparison of Landsat 8 OLI and Landsat 7 ETM+ for estimating grassland LAI using model inversion and spectral indices: case study of Mpumalanga, South Africa

inferred← citeshttps://doi.org/10.1080/01431161.2017.1320442openalex-snapshot

Spatial, seasonal, and topographical patterns of surface albedo in Norwegian forests and cropland

inferred← citeshttps://doi.org/10.1080/01431161.2025.2555285openalex-snapshot

Estimation of vegetation biophysical and biochemical parameters using satellite optical remote sensing: a review of methods, sensors and study areas

inferred← citeshttps://doi.org/10.1080/01431161003698443openalex-snapshot

Atmospheric correction of PROBA/CHRIS data in an urban environment

inferred← citeshttps://doi.org/10.1080/02827581.2010.497159openalex-snapshot

Ecological applications of physically based remote sensing methods

inferred← citeshttps://doi.org/10.1080/07038992.2018.1526064openalex-snapshot

Evaluation of Vegetation Responses to Climatic Factors and Global Vegetation Trends using GLASS LAI from 1982 to 2010

inferred← citeshttps://doi.org/10.1080/14498596.2017.1367331openalex-snapshot

NPP estimation using random forest and impact feature variable importance analysis

inferred← citeshttps://doi.org/10.1080/15481603.2013.850305openalex-snapshot

Large-scale mapping of aboveground biomass of tropical rainforest in Sulawesi, Indonesia, using Landsat ETM+ and MODIS data

inferred← citeshttps://doi.org/10.1080/15715124.2022.2101464openalex-snapshot

Impacts of combined and separate land cover and climate changes on hydrologic responses of Dhidhessa River basin, Ethiopia

inferred← citeshttps://doi.org/10.1080/17538947.2013.805262openalex-snapshot

A long-term Global LAnd Surface Satellite (GLASS) data-set for environmental studies

inferred← citeshttps://doi.org/10.1109/agro-geoinformatics.2012.6311612openalex-snapshot

Comparison and analysis of data upscaling schemes for predicting crop leaf area index

inferred← citeshttps://doi.org/10.1109/igarss.2008.4779730openalex-snapshot

Using Remote Sensing Data to Quantify Changes in Vegetation over Peatland Areas

inferred← citeshttps://doi.org/10.1109/igarss.2008.4780151openalex-snapshot

Crop LAI Retrieval from MODIS Bidirectional Reflectance Observations using the Particle Filter Algorithm and a Crop Growth Model

inferred← citeshttps://doi.org/10.1109/igarss.2013.6721202openalex-snapshot

Long Term Soil Productivity study using very high spatial resolution imagery

inferred← citeshttps://doi.org/10.1109/igarss.2014.6946874openalex-snapshot

Method to speed up LUT-based crop canopy parameter mapping

inferred← citeshttps://doi.org/10.1109/igarss.2018.8518090openalex-snapshot

Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation

inferred← citeshttps://doi.org/10.1109/jstars.2010.2048556openalex-snapshot

Review on Estimation of Land Surface Radiation and Energy Budgets From Ground Measurement, Remote Sensing and Model Simulations

inferred← citeshttps://doi.org/10.1109/jstars.2011.2106152openalex-snapshot

Agricultural Irrigation Impacts on Land Surface Characteristics Detected From Satellite Data Products in Jilin Province, China

inferred← citeshttps://doi.org/10.1109/jstars.2011.2164899openalex-snapshot

Applications of the BIOPHYS Algorithm for Physically-Based Retrieval of Biophysical, Structural and Forest Disturbance Information

inferred← citeshttps://doi.org/10.1109/jstars.2012.2208943openalex-snapshot

Comparison and Analysis of Data Assimilation Algorithms for Predicting the Leaf Area Index of Crop Canopies

inferred← citeshttps://doi.org/10.1109/jstars.2015.2398898openalex-snapshot

An Improved Empirical Model for Retrieving Bottom Reflectance in Optically Shallow Water

inferred← citeshttps://doi.org/10.1109/jstars.2015.2401515openalex-snapshot

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

inferred← citeshttps://doi.org/10.1109/jstars.2016.2593984openalex-snapshot

Field and Airborne Spectroscopy Cross Validation—Some Considerations

inferred← citeshttps://doi.org/10.1109/jstars.2021.3132228openalex-snapshot

Evaluation of Crop Health Status With UAS Multispectral Imagery

inferred← citeshttps://doi.org/10.1109/rsete.2012.6260560openalex-snapshot

Estimating the Leaf Area Index of Winter Wheat Canopies with Crop Growth Model CERES-Wheat

inferred← citeshttps://doi.org/10.1109/tgrs.2016.2560522openalex-snapshot

Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance

inferred← citeshttps://doi.org/10.1109/tgrs.2017.2728815openalex-snapshot

Potential of Estimating Surface Soil Moisture With the Triangle-Based Empirical Relationship Model

inferred← citeshttps://doi.org/10.1109/tgrs.2018.2825284openalex-snapshot

Triangle Space-Based Surface Soil Moisture Estimation by the Synergistic Use of $In\ Situ$ Measurements and Optical/Thermal Infrared Remote Sensing: An Alternative to Conventional Validations

inferred← citeshttps://doi.org/10.1109/tgrs.2020.2989635openalex-snapshot

The Component-Spectra-Parameterized Angular and Spectral Kernel-Driven Model: A Potential Solution for Global BRDF/Albedo Retrieval From Multisensor Satellite Data

inferred← citeshttps://doi.org/10.1109/tgrs.2021.3121272openalex-snapshot

Developing a Land Continuous Variable Estimator to Generate Daily Land Products From Landsat Data

inferred← citeshttps://doi.org/10.1109/tgrs.2022.3211554openalex-snapshot

Retrieval of Physical Parameters With Deep Structured Kernel Regression

inferred← citeshttps://doi.org/10.1111/j.1461-0248.2011.01603.xopenalex-snapshot

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

inferred← citeshttps://doi.org/10.1111/j.1469-8137.2010.03536.xopenalex-snapshot

Sources of variability in canopy reflectance and the convergent properties of plants

inferred← citeshttps://doi.org/10.1117/12.830009openalex-snapshot

Geostatistical regularization of inverse models for the retrieval of vegetation biophysical variables

inferred← citeshttps://doi.org/10.1177/0309133310385371openalex-snapshot

Satellite remote sensing of mangrove forests: Recent advances and future opportunities

inferred← citeshttps://doi.org/10.1177/0309133316639403openalex-snapshot

Recent advances in space-borne optical remote sensing systems for monitoring global terrestrial ecosystems

inferred← citeshttps://doi.org/10.11834/jrs.20166258openalex-snapshot

Recent progress in land surface quantitative remote sensing

inferred← citeshttps://doi.org/10.1201/b15610-10openalex-snapshot

Estimation of Land Surface Energy Fluxes from Remote Sensing Using One-Layer Modeling Approaches

inferred← citeshttps://doi.org/10.1201/b15610-7openalex-snapshot

Remote Sensing of the Land Surface Radiation Budget

inferred← citeshttps://doi.org/10.1255/jsi.2010.a2openalex-snapshot

Inverting the PROSAIL canopy reflectance model using neural nets trained on streamlined databases

inferred← citeshttps://doi.org/10.1360/zd2010-40-1-73openalex-snapshot

作物生长模型同化MODIS反射率方法提取作物叶面积指数

inferred← citeshttps://doi.org/10.1364/josaa.30.000854openalex-snapshot

Analytic expressions for the black-sky and white-sky albedos of the cosine lobe model

inferred← citeshttps://doi.org/10.1371/journal.pone.0111642openalex-snapshot

Analysing and Correcting the Differences between Multi-Source and Multi-Scale Spatial Remote Sensing Observations

inferred← citeshttps://doi.org/10.1371/journal.pone.0330831openalex-snapshot

Regional-scale forest aboveground biomass mapping using temporally consistent ICESat-2, Landsat, and field inventory data

inferred← citeshttps://doi.org/10.1515/intag-2015-0019openalex-snapshot

Comparative Evaluation of Inversion Approaches of the Radiative Transfer Model for Estimation of Crop Biophysical Parameters

inferred← citeshttps://doi.org/10.20944/preprints202012.0595.v1openalex-snapshot

Separate and Combined Impacts of Land Cover and Climate Changes on Hydrological Responses of Dhidhessa River Basin, Ethiopia

inferred← citeshttps://doi.org/10.2136/vzj2017.05.0102openalex-snapshot

Development of a Physically Based Soil Albedo Parameterization for the Tibetan Plateau

inferred← citeshttps://doi.org/10.3390/agriculture14122265openalex-snapshot

The Inversion of Rice Leaf Pigment Content: Using the Absorption Spectrum to Optimize the Vegetation Index

inferred← citeshttps://doi.org/10.3390/app11041556openalex-snapshot

Effects of Cropland Expansion on the Regional Land Surface Radiative Energy Balance and Heat Fluxes in Northern China

inferred← citeshttps://doi.org/10.3390/app9071459openalex-snapshot

Comparison of Machine Learning Regression Algorithms for Cotton Leaf Area Index Retrieval Using Sentinel-2 Spectral Bands

inferred← citeshttps://doi.org/10.3390/books978-3-03897-413-0openalex-snapshot

Sensors in Agriculture

inferred← citeshttps://doi.org/10.3390/f11010011openalex-snapshot

Modeling of Aboveground Biomass with Landsat 8 OLI and Machine Learning in Temperate Forests

inferred← citeshttps://doi.org/10.3390/rs11080920openalex-snapshot

A Random Forest Machine Learning Approach for the Retrieval of Leaf Chlorophyll Content in Wheat

inferred← citeshttps://doi.org/10.3390/rs11151752openalex-snapshot

Estimating Forest Leaf Area Index and Canopy Chlorophyll Content with Sentinel-2: An Evaluation of Two Hybrid Retrieval Algorithms

inferred← citeshttps://doi.org/10.3390/rs11222655openalex-snapshot

Developing Land Surface Directional Reflectance and Albedo Products from Geostationary GOES-R and Himawari Data: Theoretical Basis, Operational Implementation, and Validation

inferred← citeshttps://doi.org/10.3390/rs12182934openalex-snapshot

Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions

inferred← citeshttps://doi.org/10.3390/rs13091748openalex-snapshot

Comparison of Crop Trait Retrieval Strategies Using UAV-Based VNIR Hyperspectral Imaging

inferred← citeshttps://doi.org/10.3390/rs14143440openalex-snapshot

Evapotranspiration Acquired with Remote Sensing Thermal-Based Algorithms: A State-of-the-Art Review

inferred← citeshttps://doi.org/10.3390/rs16122066openalex-snapshot

Hyperspectral Leaf Area Index and Chlorophyll Retrieval over Forest and Row-Structured Vineyard Canopies

inferred← citeshttps://doi.org/10.3390/rs4030561openalex-snapshot

Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping

inferred← citeshttps://doi.org/10.3390/rs5062639openalex-snapshot

Investigating the Utility of Wavelet Transforms for Inverting a 3-D Radiative Transfer Model Using Hyperspectral Data to Retrieve Forest LAI

inferred← citeshttps://doi.org/10.3390/rs8040351openalex-snapshot

Retrieval of Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) from VIIRS Time-Series Data

inferred← citeshttps://doi.org/10.3390/rs9050424openalex-snapshot

Estimating FAPAR of Rice Growth Period Using Radiation Transfer Model Coupled with the WOFOST Model for Analyzing Heavy Metal Stress

inferred← citeshttps://doi.org/10.3390/rs9070726openalex-snapshot

Retrieval of Biophysical Crop Variables from Multi-Angular Canopy Spectroscopy

inferred← citeshttps://doi.org/10.3390/s101109647openalex-snapshot

Remote Sensing of Ecology, Biodiversity and Conservation: A Review from the Perspective of Remote Sensing Specialists

inferred← citeshttps://doi.org/10.3390/s110707063openalex-snapshot

Evaluation of Sentinel-2 Red-Edge Bands for Empirical Estimation of Green LAI and Chlorophyll Content

inferred← citeshttps://doi.org/10.3390/s17071593openalex-snapshot

Leaf Area Index Estimation Using Chinese GF-1 Wide Field View Data in an Agriculture Region

inferred← citeshttps://doi.org/10.3390/s8042136openalex-snapshot

Relationship Between Remotely-sensed Vegetation Indices, Canopy Attributes and Plant Physiological Processes: What Vegetation Indices Can and Cannot Tell Us About the Landscape

inferred← citeshttps://doi.org/10.3832/ifor1504-008openalex-snapshot

Estimating biomass of mixed and uneven-aged forests using spectral data and a hybrid model combining regression trees and linear models

inferred← citeshttps://doi.org/10.3990/1.9789036548540openalex-snapshot

Quantitative remote sensing of essential biodiversity variables

inferred← citeshttps://doi.org/10.4067/s0716-078x2011000400004openalex-snapshot

Teledetección satelital cuantitativa para estimar el área basal del bosque de Nothofagus pumilio (Nothofagaceae): El rol del índice de área foliar como información auxiliar

inferred← citeshttps://doi.org/10.5194/isprs-archives-xlii-3-w6-333-2019openalex-snapshot

HYPERSPECTRAL REMOTE SENSING FOR TEMPERATE HORTICULTURE FRUIT CROPS IN NORTHERN-WESTERN HIMALAYAN REGION: A REVIEW

inferred← citeshttps://doi.org/10.5772/15421openalex-snapshot

Segmentation of Remotely Sensed Imagery: Moving from Sharp Objects to Fuzzy Regions

inferred← citeshttps://doi.org/10.5772/2291openalex-snapshot

Remote Sensing of Planet Earth

inferred← citeshttps://doi.org/10.5772/29043openalex-snapshot

Seagrass Distribution in China with Satellite Remote Sensing

inferred← citeshttps://doi.org/10.5772/5990openalex-snapshot

Pore Scale Simulation of Colloid Deposition

inferred← citeshttps://doi.org/10.60910/zqc1-jgraopenalex-snapshot

Radiative transfer simulations link boreal forest structure and shortwave albedo

inferred← citeshttps://doi.org/10.70675/b0dd42dez188fz4679zbce0zec1c37f0526fopenalex-snapshot

Observation satellitaire et modélisation de l'albédo des forêts sur le territoire français métropolitain : dynamiques temporelles et impacts radiatifs

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