Simulating snow-covered forest bidirectional reflectance by extending hybrid geometric optical–radiative transfer model

[1]  L. Menzel,et al.  Mapping snow cover in forests using optical remote sensing, machine learning and time-lapse photography , 2022, Remote Sensing of Environment.

[2]  J. Roujean,et al.  A TIR forest reflectance and transmittance (FRT) model for directional temperatures with structural and thermal stratification , 2022, Remote Sensing of Environment.

[3]  M. Rautiainen,et al.  Modeling the radiation regime of a discontinuous canopy based on the stochastic radiative transport theory: Modification, evaluation and validation , 2021, Remote Sensing of Environment.

[4]  T. Manninen,et al.  The effect of snow at forest floor on boreal forest albedo diurnal and seasonal variation during the melting season , 2021 .

[5]  Jeff Dozier,et al.  Snow Property Inversion From Remote Sensing (SPIReS): A Generalized Multispectral Unmixing Approach With Examples From MODIS and Landsat 8 OLI , 2020, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Wout Verhoef,et al.  The SPART model: A soil-plant-atmosphere radiative transfer model for satellite measurements in the solar spectrum , 2020, Remote Sensing of Environment.

[7]  Xiaoyan Wang,et al.  An Adaptive Snow Identification Algorithm in the Forests of Northeast China , 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[8]  T. Painter,et al.  Canopy Adjustment and Improved Cloud Detection for Remotely Sensed Snow Cover Mapping , 2020, Water Resources Research.

[9]  M. Dumont,et al.  Simulating optical top-of-atmosphere radiance satellite images over snow-covered rugged terrain , 2020, The Cryosphere.

[10]  Edward J. Kim,et al.  Snow depth variability in the Northern Hemisphere mountains observed from space , 2019, Nature Communications.

[11]  T. Painter,et al.  Watershed-scale mapping of fractional snow cover under conifer forest canopy using lidar , 2019, Remote Sensing of Environment.

[12]  Donghui Xie,et al.  LESS: LargE-Scale remote sensing data and image simulation framework over heterogeneous 3D scenes , 2019, Remote Sensing of Environment.

[13]  Qing Xiao,et al.  Modeling Discrete Forest Anisotropic Reflectance Over a Sloped Surface With an Extended GOMS and SAIL Model , 2019, IEEE Transactions on Geoscience and Remote Sensing.

[14]  T. Jonas,et al.  Influence of canopy shading and snow coverage on effective albedo in a snow-dominated evergreen needleleaf forest , 2018, Remote Sensing of Environment.

[15]  Qinhuo Liu,et al.  PLC: A simple and semi-physical topographic correction method for vegetation canopies based on path length correction , 2018, Remote Sensing of Environment.

[16]  A. Kokhanovsky,et al.  On the reflectance spectroscopy of snow , 2018, The Cryosphere.

[17]  Ning Sun,et al.  Evaluating the functionality and streamflow impacts of explicitly modelling forest–snow interactions and canopy gaps in a distributed hydrologic model , 2018, Hydrological Processes.

[18]  M. Kawamiya,et al.  Vegetation masking effect on future warming and snow albedo feedback in a boreal forest region of northern Eurasia according to MIROC‐ESM , 2017 .

[19]  Ainong Li,et al.  Modeling Canopy Reflectance Over Sloping Terrain Based on Path Length Correction , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[20]  Weiliang Fan,et al.  GOFP: A Geometric-Optical Model for Forest Plantations , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[21]  Qiang Liu,et al.  Estimating Arctic sea-ice shortwave albedo from MODIS data , 2016 .

[22]  Liyun Dai,et al.  Estimation of snow depth from passive microwave brightness temperature data in forest regions of northeast China , 2016 .

[23]  M. Rautiainen,et al.  Photon recollision probability in modelling the radiation regime of canopies: A review , 2016 .

[24]  T. Painter,et al.  Measuring spatiotemporal variation in snow optical grain size under a subalpine forest canopy using contact spectroscopy , 2016, Water resources research.

[25]  Wout Verhoef,et al.  Modeling Top of Atmosphere Radiance over Heterogeneous Non-Lambertian Rugged Terrain , 2015, Remote. Sens..

[26]  Jing Li,et al.  GOST2: The Improvement of the Canopy Reflectance Model GOST in Separating the Sunlit and Shaded Leaves , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[27]  Shuangcheng Li,et al.  Local cooling and warming effects of forests based on satellite observations , 2015, Nature Communications.

[28]  Jiancheng Shi,et al.  A New Hybrid Snow Light Scattering Model Based on Geometric Optics Theory and Vector Radiative Transfer Theory , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[29]  Gérard Dedieu,et al.  Discrete Anisotropic Radiative Transfer (DART 5) for Modeling Airborne and Satellite Spectroradiometer and LIDAR Acquisitions of Natural and Urban Landscapes , 2015, Remote. Sens..

[30]  Mukesh Kumar,et al.  Net radiation in a snow‐covered discontinuous forest gap for a range of gap sizes and topographic configurations , 2014 .

[31]  Weimin Ju,et al.  GOST: A Geometric-Optical Model for Sloping Terrains , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[32]  A. Kuusk,et al.  Modeling directional forest reflectance with the hybrid type forest reflectance model FRT , 2014 .

[33]  Yufang Jin,et al.  Vegetation controls on northern high latitude snow‐albedo feedback: observations and CMIP5 model simulations , 2014, Global change biology.

[34]  Suhong Liu,et al.  Direct-Estimation Algorithm for Mapping Daily Land-Surface Broadband Albedo From MODIS Data , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[35]  Weiliang Fan,et al.  Hybrid Geometric Optical–Radiative Transfer Model Suitable for Forests on Slopes , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[36]  R. Essery Large‐scale simulations of snow albedo masking by forests , 2013 .

[37]  A. Kokhanovsky Spectral reflectance of solar light from dirty snow: a simple theoretical model and its validation , 2013 .

[38]  T. Link,et al.  On the role of vegetation density on net snow cover radiation at the forest floor , 2013 .

[39]  R. Essery,et al.  Data‐driven modelling of shortwave radiation transfer to snow through boreal birch and conifer canopies , 2013 .

[40]  Qiang Wang,et al.  Improvement and Application of the Conifer Forest Multiangular Hybrid GORT Model MGeoSAIL , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[41]  Bin Tan,et al.  View Angle Effects on MODIS Snow Mapping in Forests , 2012 .

[42]  Alexander A. Kokhanovsky,et al.  Validation of an Analytical Snow BRDF Model Using PARASOL Multi-Angular and Multispectral Observations , 2012, IEEE Geoscience and Remote Sensing Letters.

[43]  C. Brockmann,et al.  Sizing snow grains using backscattered solar light , 2011 .

[44]  Eleonora P. Zege,et al.  Algorithm for retrieval of the effective snow grain size and pollution amount from satellite measurements , 2011 .

[45]  Donald K. Perovich,et al.  Radiative forcing and albedo feedback from the Northern Hemisphere cryosphere between 1979 and 2008 , 2011 .

[46]  N. Kiang,et al.  A clumped-foliage canopy radiative transfer model for a global dynamic terrestrial ecosystem model. I: Theory , 2010 .

[47]  W. Verhoef,et al.  PROSPECT+SAIL models: A review of use for vegetation characterization , 2009 .

[48]  Thomas H. Painter,et al.  Retrieval of subpixel snow covered area, grain size, and albedo from MODIS , 2009 .

[49]  Terhikki Manninen,et al.  Simulation of the effect of snow covered forest floor on the total forest albedo , 2009 .

[50]  S. Warren,et al.  Optical constants of ice from the ultraviolet to the microwave: A revised compilation , 2008 .

[51]  W. Verhoef,et al.  Coupled soil–leaf-canopy and atmosphere radiative transfer modeling to simulate hyperspectral multi-angular surface reflectance and TOA radiance data , 2007 .

[52]  Bruno Merz,et al.  A global analysis of temporal and spatial variations in continental water storage , 2007 .

[53]  T. Barnett,et al.  Potential impacts of a warming climate on water availability in snow-dominated regions , 2005, Nature.

[54]  Eleonora P. Zege,et al.  Reflective properties of natural snow: approximate asymptotic theory versus in situ measurements , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[55]  Eleonora P Zege,et al.  Scattering optics of snow. , 2004, Applied optics.

[56]  W. Verhoef,et al.  Simulation of hyperspectral and directional radiance images using coupled biophysical and atmospheric radiative transfer models , 2003 .

[57]  J. Koskinen,et al.  Estimation of snow covered area by applying apparent regional transmissivity , 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

[58]  Sylvain G. Leblanc,et al.  Multiple-scattering scheme useful for geometric optical modeling , 2001, IEEE Trans. Geosci. Remote. Sens..

[59]  K. Huemmrich The GeoSail model: a simple addition to the SAIL model to describe discontinuous canopy reflectance , 2001 .

[60]  Sylvain G. Leblanc,et al.  A windows graphic user interface (GUI) for the five‐scale model for fast BRDF simulations , 2000 .

[61]  Curtis E. Woodcock,et al.  Effect of canopy structure and the presence of snow on the albedo of boreal conifer forests , 2000 .

[62]  Alan H. Strahler,et al.  An algorithm for the retrieval of albedo from space using semiempirical BRDF models , 2000, IEEE Trans. Geosci. Remote. Sens..

[63]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[64]  Alan H. Strahler,et al.  An analytical hybrid GORT model for bidirectional reflectance over discontinuous plant canopies , 1999, IEEE Trans. Geosci. Remote. Sens..

[65]  A. Klein,et al.  Improving snow cover mapping in forests through the use of a canopy reflectance model , 1998 .

[66]  P. Curran,et al.  LIBERTY—Modeling the Effects of Leaf Biochemical Concentration on Reflectance Spectra , 1998 .

[67]  Sylvain G. Leblanc,et al.  A four-scale bidirectional reflectance model based on canopy architecture , 1997, IEEE Trans. Geosci. Remote. Sens..

[68]  Alan H. Strahler,et al.  A hybrid geometric optical-radiative transfer approach for modeling albedo and directional reflectance of discontinuous canopies , 1995, IEEE Transactions on Geoscience and Remote Sensing.

[69]  S. Schwartz,et al.  The Atmospheric Radiation Measurement (ARM) Program: Programmatic Background and Design of the Cloud and Radiation Test Bed , 1994 .

[70]  Alan H. Strahler,et al.  Geometric-optical bidirectional reflectance modeling of the discrete crown vegetation canopy: effect of crown shape and mutual shadowing , 1992, IEEE Trans. Geosci. Remote. Sens..

[71]  W. Verhoef Earth observation modelling based on layer scattering matrices , 1984 .

[72]  W. Verhoef Light scattering by leaf layers with application to canopy reflectance modelling: The SAIL model , 1984 .

[73]  S. Warren,et al.  A Model for the Spectral Albedo of Snow. I: Pure Snow , 1980 .

[74]  W. Weaver,et al.  Two-Stream Approximations to Radiative Transfer in Planetary Atmospheres: A Unified Description of Existing Methods and a New Improvement , 1980 .

[75]  S. Liang,et al.  Developing a Land Continuous Variable Estimator to Generate Daily Land Products From Landsat Data , 2022, IEEE Transactions on Geoscience and Remote Sensing.

[76]  Lili Tu,et al.  Application of a Hypergeometric Model in Simulating Canopy Gap Fraction and BRF for Forest Plantations on Sloping Terrains , 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[77]  Lingmei Jiang,et al.  Characterization of NDSI Variation: Implications for Snow Cover Mapping , 2022, IEEE Transactions on Geoscience and Remote Sensing.

[78]  Xin Huang,et al.  The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019 , 2021, Earth System Science Data.

[79]  Andres Kuusk,et al.  Canopy Radiative Transfer Modeling , 2018 .

[80]  W. Verhoef,et al.  Hyperspectral radiative transfer modeling to explore the combined retrieval of biophysical parameters and canopy fluorescence from FLEX – Sentinel-3 tandem mission multi-sensor data , 2018 .

[81]  Jiancheng Shi,et al.  Snow specific surface area remote sensing retrieval using a microstructure based reflectance model , 2018 .

[82]  C. Woodcock,et al.  Evaluation of MODIS albedo product (MCD43A) over grassland, agriculture and forest surface types during dormant and snow-covered periods , 2014 .

[83]  E. Zege,et al.  New algorithm to retrieve the effective snow grain size and pollution amount from satellite data , 2008, Annals of Glaciology.

[84]  Rune Solberg,et al.  Subpixel mapping of snow cover in forests by optical remote sensing , 2003 .