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Modelling longwave radiation to snow beneath forest canopies using hemispherical photography or linear regression

https://doi.org/10.1002/hyp.6930
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What this work says

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

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WINTER RADIATION EXTINCTION AND REFLECTION IN A BOREAL PINE CANOPY: MEASUREMENTS AND MODELLING
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A statistical model of spatially distributed snowmelt rates in a boreal forest basin
inferredcites →https://doi.org/10.1002/1099-1085(20001030)14:15<2683::aid-hyp86>3.0.co;2-nopenalex-snapshot
Effect of covariance between ablation and snow water equivalent on depletion of snow-covered area in a forest
inferredcites →https://doi.org/10.1002/hyp.1228openalex-snapshot
Prediction of seasonal snow accumulation in cold climate forests
inferredcites →https://doi.org/10.1002/hyp.1459openalex-snapshot
Snow accumulation in forests from ground and remote‐sensing data
inferredcites →https://doi.org/10.1002/hyp.5793openalex-snapshot
A deterministic method to characterize canopy radiative transfer properties
inferredcites →https://doi.org/10.1002/hyp.6572openalex-snapshot
Influence of canopy density on snow distribution in a temperate mountain range
inferredcites →https://doi.org/10.1002/joc.3370130402openalex-snapshot
Class—A Canadian land surface scheme for GCMS, II. Vegetation model and coupled runs
inferredcites →https://doi.org/10.1016/0002-1571(71)90092-6openalex-snapshot
A theoretical analysis of the frequency of gaps in plant stands
inferredcites →https://doi.org/10.1016/0012-8252(74)90062-2openalex-snapshot
Handbook on the Principles of Hydrology
inferredcites →https://doi.org/10.1016/0022-1694(72)90094-7openalex-snapshot
Handbook on the principles of hydrology
inferredcites →https://doi.org/10.1016/0034-4257(95)00195-6openalex-snapshot
Retrieving leaf area index of boreal conifer forests using Landsat TM images
inferredcites →https://doi.org/10.1016/j.agrformet.2003.08.001openalex-snapshot
Review of methods for in situ leaf area index (LAI) determination
inferredcites →https://doi.org/10.1016/j.agrformet.2004.02.005openalex-snapshot
Estimation of leaf area index and covered ground from airborne laser scanner (Lidar) in two contrasting forests
inferredcites →https://doi.org/10.1016/j.jastp.2003.07.007openalex-snapshot
Downward atmospheric longwave irradiance under clear and cloudy skies: Measurement and parameterization
inferredcites →https://doi.org/10.1016/s0921-8181(03)00003-1openalex-snapshot
Simulation of high-latitude hydrological processes in the Torne–Kalix basin: PILPS Phase 2(e)
inferredcites →https://doi.org/10.1111/j.1365-2745.2006.01200.xopenalex-snapshot
Variability, contingency and rapid change in recent subarctic alpine tree line dynamics
inferredcites →https://doi.org/10.1175/1520-0426(1998)015<1229:anlaca>2.0.co;2openalex-snapshot
A New Look at Calibration and Use of Eppley Precision Infrared Radiometers. Part I: Theory and Application
inferredcites →https://doi.org/10.1175/1520-0442(1997)010<0353:votsso>2.0.co;2openalex-snapshot
Validation of the Snow Submodel of the Biosphere–Atmosphere Transfer Scheme with Russian Snow Cover and Meteorological Observational Data
inferredcites →https://doi.org/10.1175/1520-0469(1986)043<0505:asbmfu>2.0.co;2openalex-snapshot
A Simple Biosphere Model (SIB) for Use within General Circulation Models
inferredcites →https://doi.org/10.1175/1525-7541(2001)002<0007:trosil>2.0.co;2openalex-snapshot
The Representation of Snow in Land Surface Schemes: Results from PILPS 2(d)
inferredcites →https://doi.org/10.1175/1525-7541(2004)005<0774:assodn>2.0.co;2openalex-snapshot
A Sensitivity Study of Daytime Net Radiation during Snowmelt to Forest Canopy and Atmospheric Conditions
inferredcites →https://doi.org/10.1175/2007jhm870.1openalex-snapshot
Radiative Transfer Modeling of a Coniferous Canopy Characterized by Airborne Remote Sensing
inferredcites →https://doi.org/10.1175/jhm486.1openalex-snapshot
A Meteorological Distribution System for High-Resolution Terrestrial Modeling (MicroMet)
inferredcites →https://doi.org/10.2307/2257250openalex-snapshot
Hemisperical and Woodland Canopy Photography and the Light Climate
inferredcites →https://doi.org/10.2307/2257780openalex-snapshot
Studies of the Woodland Light Climate: I. The Photographic Computation of Light Conditions
inferredcites →https://doi.org/10.3137/ao.440301openalex-snapshot
Modified snow algorithms in the Canadian land surface scheme: Model runs and sensitivity analysis at three boreal forest stands

What points at this work

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

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Comparison of Snow Density Measurements Using Different Methods
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Potential of a low‐cost sensor network to understand the spatial and temporal dynamics of a mountain snow cover
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Net radiation in a snow‐covered discontinuous forest gap for a range of gap sizes and topographic configurations
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Evaluating observational methods to quantify snow duration under diverse forest canopies
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Modeling subcanopy incoming longwave radiation to seasonal snow using air and tree trunk temperatures
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Forest thinning impacts on the water balance of S ierra N evada mixed‐conifer headwater basins
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Changes in snow accumulation and ablation following the Las Conchas Forest Fire, New Mexico, USA
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Large‐diameter trees affect snow duration in post‐fire old‐growth forests
inferred← citeshttps://doi.org/10.1002/eco.70111openalex-snapshot
Forest Patch Geometry and Climate Regulate the Impact of Forest Thinning on Snowpack in the Southwest United States
inferred← citeshttps://doi.org/10.1002/eco.70156openalex-snapshot
Quantifying the Influence of Vegetation on Net Snow Accumulation Across Elevations, Aspects and During Years With High and Low Snowfall
inferred← citeshttps://doi.org/10.1002/hyp.10638openalex-snapshot
The impacts of mountain pine beetle disturbance on the energy balance of snow during the melt period
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Snow and frost: implications for spatiotemporal infiltration patterns – a review
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The effects of forest litter on snow energy budget in the Tianshan Mountains, China
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Snow disappearance timing is dominated by forest effects on snow accumulation in warm winter climates of the Pacific Northwest, United States
inferred← citeshttps://doi.org/10.1002/hyp.13721openalex-snapshot
Variable effects of forest canopies on snow processes in a valley of the central Spanish Pyrenees
inferred← citeshttps://doi.org/10.1002/hyp.13936openalex-snapshot
The impact of changing subcanopy radiation on snowmelt in a disturbed coniferous forest
inferred← citeshttps://doi.org/10.1002/hyp.14475openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/hyp.14681openalex-snapshot
Comparison of snowpack structure in gaps and under the canopy in a humid boreal forest
inferred← citeshttps://doi.org/10.1002/hyp.7246openalex-snapshot
Snow ablation energy balance in a dead forest stand
inferred← citeshttps://doi.org/10.1002/hyp.8067openalex-snapshot
Snowmelt energy balance in a burned forest plot, Crowsnest Pass, Alberta, Canada
inferred← citeshttps://doi.org/10.1002/hyp.8150openalex-snapshot
Quantification of incoming all‐wave radiation in discontinuous forest canopies with application to snowmelt prediction
inferred← citeshttps://doi.org/10.1002/hyp.9248openalex-snapshot
Sensitivity of snowmelt hydrology in Marmot Creek, Alberta, to forest cover disturbance
inferred← citeshttps://doi.org/10.1002/hyp.9450openalex-snapshot
Forest influences on snow accumulation and snowmelt at the Hubbard Brook Experimental Forest, New Hampshire, USA
inferred← citeshttps://doi.org/10.1002/hyp.9792openalex-snapshot
Modelling incoming radiation on a linear disturbance and its impact on the ground thermal regime in discontinuous permafrost
inferred← citeshttps://doi.org/10.1002/hyp.9849openalex-snapshot
Data-driven modelling of shortwave radiation transfer to snow through boreal birch and conifer canopies
inferred← citeshttps://doi.org/10.1002/jgrd.50575openalex-snapshot
On the role of vegetation density on net snow cover radiation at the forest floor
inferred← citeshttps://doi.org/10.1002/qj.4420openalex-snapshot
A conceptual model for a generalized canopy parametrization for atmospheric models
inferred← citeshttps://doi.org/10.1002/wat2.70013openalex-snapshot
Land Use‐Land Cover and Hydrological Modeling: A Review
inferred← citeshttps://doi.org/10.1002/wrcr.20504openalex-snapshot
Lower forest density enhances snow retention in regions with warmer winters: A global framework developed from plot-scale observations and modeling
inferred← citeshttps://doi.org/10.1007/978-90-481-2642-2_499openalex-snapshot
Snow Cover and Snowmelt in Forest Regions
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Hemispherical Photography in Forest Science: Conclusions, Applications, Limitations, and Implementation Perspectives
inferred← citeshttps://doi.org/10.1007/s00382-019-04924-9openalex-snapshot
An improved vegetation emissivity scheme for land surface modeling and its impact on snow cover simulations
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Predicting water surface evaporation in the paddy field by solving energy balance equation beneath the rice canopy
inferred← citeshttps://doi.org/10.1007/s11629-013-2868-1openalex-snapshot
Observations and modeling of incoming longwave radiation to snow beneath forest canopies in the west Tianshan Mountains, China
inferred← citeshttps://doi.org/10.1007/s11629-014-3233-8openalex-snapshot
Energy budget over seasonal snow surface at an open site and beneath forest canopy openness during the snowmelt period in western Tianshan Mountains, China
inferred← citeshttps://doi.org/10.1007/s13280-011-0215-8openalex-snapshot
Feedbacks and Interactions: From the Arctic Cryosphere to the Climate System
inferred← citeshttps://doi.org/10.1007/springerreference_225959openalex-snapshot
Snow Cover and Snowmelt in Forest Regions
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Snow, Ice, and the Biosphere
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Snow, ice, and the biosphere
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Comparison of bulk snow density measurements using different methods
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Influence of canopy structure and direct beam solar irradiance on snowmelt rates in a mixed conifer forest
inferred← citeshttps://doi.org/10.1016/j.agrformet.2013.12.005openalex-snapshot
Spatial quantification of leafless canopy structure in a boreal birch forest
inferred← citeshttps://doi.org/10.1016/j.agrformet.2015.03.014openalex-snapshot
Variability in shortwave irradiance caused by forest gaps: Measurements, modelling, and implications for snow energetics
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Modeling the incoming all-wave radiation in a planted trench system
inferred← citeshttps://doi.org/10.1016/j.agrformet.2020.107903openalex-snapshot
HPEval: A canopy shortwave radiation transmission model using high-resolution hemispherical images
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Characterization of spring thaw and its relationship with carbon uptake for different types of southern boreal forest
inferred← citeshttps://doi.org/10.1016/j.agrformet.2023.109429openalex-snapshot
Using just a canopy height model to obtain lidar-level accuracy in 3D forest canopy shortwave transmissivity estimates
inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110703openalex-snapshot
Wintertime forest surface temperature dynamics in boreal and sub-alpine forests
inferred← citeshttps://doi.org/10.1016/j.ejrh.2022.101215openalex-snapshot
Improvements in the degree-day model, incorporating forest influence, and taking China’s Tianshan Mountains as an example
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Canopy gap age influences snow depth: Implications for gap-based silviculture on snowpack in the Sierra Nevada
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Estimation of watershed-level distributed forest structure metrics relevant to hydrologic modeling using LiDAR and Landsat
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Snowpack thermal patterns in pre- and post-bushfire Snow Gum forests
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Sensitivity of forest–snow interactions to climate forcing: Local variability in a Pyrenean valley
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Assessing hydrological sensitivity to future climate change over the Canadian southern boreal forest
inferred← citeshttps://doi.org/10.1016/j.plaphy.2018.09.003openalex-snapshot
UV-screening and springtime recovery of photosynthetic capacity in leaves of Vaccinium vitis-idaea above and below the snow pack
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Three-dimensional thermal characterization of forest canopies using UAV photogrammetry
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Separating snow and forest temperatures with thermal infrared remote sensing
inferred← citeshttps://doi.org/10.1016/j.rse.2018.05.023openalex-snapshot
Influence of canopy shading and snow coverage on effective albedo in a snow-dominated evergreen needleleaf forest
inferred← citeshttps://doi.org/10.1016/j.rse.2018.11.037openalex-snapshot
Watershed-scale mapping of fractional snow cover under conifer forest canopy using lidar
inferred← citeshttps://doi.org/10.1029/2008wr007318openalex-snapshot
Embedded‐sensor network design for snow cover measurements around snow pillow and snow course sites in the Sierra Nevada of California
inferred← citeshttps://doi.org/10.1029/2012wr012285openalex-snapshot
Improved snowmelt simulations with a canopy model forced with photo‐derived direct beam canopy transmissivity
inferred← citeshttps://doi.org/10.1029/2018jd028719openalex-snapshot
Simulation of Longwave Enhancement in Boreal and Montane Forests
inferred← citeshttps://doi.org/10.1029/2018jd029908openalex-snapshot
Shading by Trees and Fractional Snow Cover Control the Subcanopy Radiation Budget
inferred← citeshttps://doi.org/10.1029/2018wr023190openalex-snapshot
Direct Insertion of NASA Airborne Snow Observatory‐Derived Snow Depth Time Series Into the iSnobal Energy Balance Snow Model
inferred← citeshttps://doi.org/10.1029/2018wr023758openalex-snapshot
Canopy and Terrain Interactions Affecting Snowpack Spatial Patterns in the Sierra Nevada of California
inferred← citeshttps://doi.org/10.1029/2019wr026129openalex-snapshot
Resolving Small‐Scale Forest Snow Patterns Using an Energy Balance Snow Model With a One‐Layer Canopy
inferred← citeshttps://doi.org/10.1029/2020wr027071openalex-snapshot
Estimating the Effects of Forest Structure Changes From Wildfire on Snow Water Resources Under Varying Meteorological Conditions
inferred← citeshttps://doi.org/10.1029/2020wr027572openalex-snapshot
Process‐Level Evaluation of a Hyper‐Resolution Forest Snow Model Using Distributed Multisensor Observations
inferred← citeshttps://doi.org/10.1029/2020wr027926openalex-snapshot
Ranking Forest Effects on Snow Storage: A Decision Tool for Forest Management
inferred← citeshttps://doi.org/10.1029/2020wr029194openalex-snapshot
Forest Canopy Density Effects on Snowpack Across the Climate Gradients of the Western United States Mountain Ranges
inferred← citeshttps://doi.org/10.1029/2021wr029716openalex-snapshot
Accounting for Fine‐Scale Forest Structure is Necessary to Model Snowpack Mass and Energy Budgets in Montane Forests
inferred← citeshttps://doi.org/10.1029/2022jd037980openalex-snapshot
Canopy Structure and Air Temperature Inversions Impact Simulation of Sub‐Canopy Longwave Radiation in Snow‐Covered Boreal Forests
inferred← citeshttps://doi.org/10.1029/2023wr036942openalex-snapshot
Estimating Daily Snow Density Through a Spatiotemporal Random Forest Model
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Statistical Modeling of Monthly Snow Depth Loss in Southern Canada
inferred← citeshttps://doi.org/10.1080/02626667.2018.1518626openalex-snapshot
Modelling forest snow processes with a new version of WaSiM
inferred← citeshttps://doi.org/10.1088/1748-9326/ae114copenalex-snapshot
Heat-amplifying boreal forests exacerbate snowmelt, fuel availability and wildfires in sub-Arctic regions
inferred← citeshttps://doi.org/10.1109/tgrs.2019.2899345openalex-snapshot
The Influence of Thermal Properties and Canopy- Intercepted Snow on Passive Microwave Transmissivity of a Scots Pine
inferred← citeshttps://doi.org/10.1111/geb.12811openalex-snapshot
Remote sensing restores predictability of ectotherm body temperature in the world’s forests
inferred← citeshttps://doi.org/10.1139/x10-227openalex-snapshot
Effects of needleleaf forest cover on radiation and snowmelt dynamics in the Canadian Rocky Mountains
inferred← citeshttps://doi.org/10.1175/jhm-d-13-0187.1openalex-snapshot
Variability of Observed Energy Fluxes during Rain-on-Snow and Clear Sky Snowmelt in a Midlatitude Mountain Environment
inferred← citeshttps://doi.org/10.1175/jhm-d-15-0125.1openalex-snapshot
Measurement of Incoming Radiation below Forest Canopies: A Comparison of Different Radiometer Configurations
inferred← citeshttps://doi.org/10.1175/jhm-d-18-0039.1openalex-snapshot
Modeling the Snowpack Energy Balance during Melt under Exposed Crop Stubble
inferred← citeshttps://doi.org/10.1175/jhm-d-18-0050.1openalex-snapshot
Challenges in Modeling Turbulent Heat Fluxes to Snowpacks in Forest Clearings
inferred← citeshttps://doi.org/10.1175/jhm-d-18-0158.1openalex-snapshot
Spatially Continuous Characterization of Forest Canopy Structure and Subcanopy Irradiance Derived from Handheld Radiometer Surveys
inferred← citeshttps://doi.org/10.18174/425126openalex-snapshot
Winter hydrology and soil erosion processes in an agricultural catchment in Norway
inferred← citeshttps://doi.org/10.2166/nh.2015.177openalex-snapshot
Observations and snow model simulations of winter energy balance terms within and between different coniferous forests in southern boreal Finland
inferred← citeshttps://doi.org/10.2478/v10111-010-0013-2openalex-snapshot
The use of hemispherical photographs for canopy description and light condition modeling in tree stands
inferred← citeshttps://doi.org/10.3389/feart.2023.1228158openalex-snapshot
Operational snow-hydrological modeling for Switzerland
inferred← citeshttps://doi.org/10.3389/ffgc.2020.539429openalex-snapshot
Hydrologic Response of Sierra Nevada Mixed-Conifer Headwater Catchments to Vegetation Treatments and Wildfire in a Warming Climate
inferred← citeshttps://doi.org/10.3389/frwa.2023.1115264openalex-snapshot
Forest gap effects on snow storage in the transitional climate of the Eastern Cascade Range, Washington, United States
inferred← citeshttps://doi.org/10.3389/frwa.2023.1128758openalex-snapshot
High-resolution mapping of snow cover in montane meadows and forests using Planet imagery and machine learning
inferred← citeshttps://doi.org/10.3390/geosciences15120467openalex-snapshot
Assessing Climate and Watershed Controls on Rain-on-Snow Runoff Using XGBoost-SHAP Explainable AI (XAI)
inferred← citeshttps://doi.org/10.3390/hydrology6030062openalex-snapshot
How Surface Radiation on Forested Snowpack Changes across a Latitudinal Gradient
inferred← citeshttps://doi.org/10.3390/rs1040934openalex-snapshot
LiDAR Utility for Natural Resource Managers
inferred← citeshttps://doi.org/10.3390/rs18081200openalex-snapshot
Snow Density Retrieval Based on Sentinel-2 Multispectral Data and Deep Learning
inferred← citeshttps://doi.org/10.3390/w16101398openalex-snapshot
Modeling Forest Snow Using Relative Canopy Structure Metrics
inferred← citeshttps://doi.org/10.4236/ojf.2013.32012openalex-snapshot
New Methods to Quantify Canopy Structure of Leafless Boreal Birch Forest from Hemispherical Photographs
inferred← citeshttps://doi.org/10.5194/essd-11-455-2019openalex-snapshot
Hydrometeorological data from Marmot Creek Research Basin, Canadian Rockies
inferred← citeshttps://doi.org/10.5194/essd-17-703-2025openalex-snapshot
High-resolution hydrometeorological and snow data for the Dischma catchment in Switzerland
inferred← citeshttps://doi.org/10.5194/essd-2024-374-ac1openalex-snapshot
Reply on RC1
inferred← citeshttps://doi.org/10.5194/essd-2024-374-ac2openalex-snapshot
Reply on RC2
inferred← citeshttps://doi.org/10.5194/gi-5-219-2016openalex-snapshot
A 7-year dataset for driving and evaluating snow models at an Arctic site (Sodankylä, Finland)
inferred← citeshttps://doi.org/10.5194/gmd-18-9119-2025openalex-snapshot
Enhancing simulations of snowpack properties in land surface models with the Soil, Vegetation and Snow scheme v2.0 (SVS2)
inferred← citeshttps://doi.org/10.5194/hess-14-925-2010openalex-snapshot
Simulation of snow accumulation and melt in needleleaf forest environments
inferred← citeshttps://doi.org/10.5194/hess-17-1635-2013openalex-snapshot
Multi-variable evaluation of hydrological model predictions for a headwater basin in the Canadian Rocky Mountains
inferred← citeshttps://doi.org/10.5194/hess-20-3895-2016openalex-snapshot
Assessing the benefit of snow data assimilation for runoff modeling in Alpine catchments
inferred← citeshttps://doi.org/10.5194/hess-21-5427-2017openalex-snapshot
Forest impacts on snow accumulation and ablation across an elevation gradient in a temperate montane environment
inferred← citeshttps://doi.org/10.5194/hess-30-1691-2026openalex-snapshot
How montane forests shape snow cover dynamics across the central European Alps
inferred← citeshttps://doi.org/10.5194/tc-17-33-2023openalex-snapshot
Towards large-scale daily snow density mapping with spatiotemporally aware model and multi-source data
inferred← citeshttps://doi.org/10.5194/tc-20-1315-2026openalex-snapshot
Simulating snow properties and Ku-band backscatter across the forest-tundra ecotone
inferred← citeshttps://doi.org/10.5194/tc-8-785-2014openalex-snapshot
Snow density climatology across the former USSR
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