Articles | Volume 7, issue 1
https://doi.org/10.5194/gmd-7-387-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-7-387-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
TopoSCALE v.1.0: downscaling gridded climate data in complex terrain
J. Fiddes
Department of Geography, University of Zurich, Switzerland
S. Gruber
Department of Geography & Environmental Studies, Carleton University, Ottawa, Canada
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Cited
95 citations as recorded by crossref.
- Long-term firn and mass balance modelling for Abramov Glacier in the data-scarce Pamir Alay M. Kronenberg et al.
- Permafrost is warming at a global scale B. Biskaborn et al.
- Operational snow-hydrological modeling for Switzerland R. Mott et al.
- Subgridding high-resolution numerical weather forecast in the Canadian Selkirk mountain range for local snow modeling in a remote sensing perspective P. Billecocq et al.
- A ground temperature map of the North Atlantic permafrost region based on remote sensing and reanalysis data S. Westermann et al.
- Central Asia's spatiotemporal glacier response ambiguity due to data inconsistencies and regional simplifications M. Barandun & E. Pohl
- Recent ground thermo-hydrological changes in a southern Tibetan endorheic catchment and implications for lake level changes L. Martin et al.
- Climate of the Marrakech High Atlas, Morocco: Temperature lapse rates and precipitation gradient from piedmont to summits B. Bell et al.
- Upstream hydrology and the importance of snowmelt in buffering droughts in the Karnali basin in Nepal P. Pokhrel et al.
- Clear Sky influence on temperature fluctuations in Chefchaouen, Western Rif, Morocco A. Al mashoudi & A. El baye
- Suitability of North American Regional Reanalysis (NARR) output for hydrologic modelling and analysis in mountainous terrain J. Trubilowicz et al.
- Modelling snowpack bulk density using snow depth, cumulative degree‐days, and climatological predictor variables A. Szeitz & R. Moore
- Ground temperature variations in a talus slope influenced by permafrost: a comparison of field observations and model simulations B. Staub et al.
- The Land surface Data Toolkit (LDT v7.2) – a data fusion environment for land data assimilation systems K. Arsenault et al.
- Measured and Modeled Historical Precipitation Trends for Svalbard E. Førland et al.
- Comparisons of statistical downscaling methods for air temperature over the Qilian Mountains H. Jin et al.
- Deglaciation patterns in the Upper Zemmgrund, Austria: An exploration of clean-ice disintegration scenarios H. Wytiahlowsky et al.
- Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al.
- New projections of 21st century climate and hydrology for Alaska and Hawaiʻi N. Mizukami et al.
- MHATCN: Integrating local patterns and long-range dependencies for snow albedo forecasting R. Kumar et al.
- Quality of Local Scale Surface Weather Analogs in Two Climatologically and Geographically Distinct Mountainous Regions D. Singh & A. Kumar
- Northern Hemisphere permafrost map based on TTOP modelling for 2000–2016 at 1 km2 scale J. Obu et al.
- The effects of late Cenozoic climate change on the global distribution of frost cracking H. Sharma et al.
- Slope Environmental Lapse Rate (SELR) of Temperature in the Monsoon Regime of the Western Himalaya R. Thayyen & A. Dimri
- How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing H. Duarte et al.
- A Physically Based Atmospheric Variables Downscaling Technique T. Rouf et al.
- A Finite Volume Blowing Snow Model for Use With Variable Resolution Meshes C. Marsh et al.
- Interactive effects of species composition, site quality, and drought on growth dynamics of Norway spruce and Scots pine stands in Norway C. Kuehne et al.
- Meteorological Applications Benefiting from an Improved Understanding of Atmospheric Exchange Processes over Mountains S. De Wekker et al.
- Sensitivity of Spring Phenology Simulations to the Selection of Model Structure and Driving Meteorological Data R. Dávid et al.
- Spatial downscaling of precipitation for hydrological modelling: Assessing a simple method and its application under climate change in Britain A. Kay et al.
- Performance improvements to modern hydrological models via lookup table optimizations C. Marsh et al.
- GlobSim (v1.0): deriving meteorological time series for point locations from multiple global reanalyses B. Cao et al.
- Resilience to late frost and drought of mixed forests with Turkey oak and silver fir in southern Italy C. Lisella et al.
- GeoDS (v.1.0): a simple Geographical DownScaling model for long-term precipitation data over complex terrains J. Brenner et al.
- TopoCLIM: rapid topography-based downscaling of regional climate model output in complex terrain v1.1 J. Fiddes et al.
- Pan-Antarctic map of near-surface permafrost temperatures at 1 km2 scale J. Obu et al.
- CHELSA-W5E5: daily 1 km meteorological forcing data for climate impact studies D. Karger et al.
- Spatio-temporal reconstruction of winter glacier mass balance in the Alps, Scandinavia, Central Asia and western Canada (1981–2019) using climate reanalyses and machine learning M. Guidicelli et al.
- Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering J. Fiddes et al.
- Spatial Analyses and Susceptibility Modeling of Thermokarst Lakes in Permafrost Landscapes along the Qinghai–Tibet Engineering Corridor G. Yin et al.
- Scenario setup and forcing data for impact model evaluation and impact attribution within the third round of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3a) K. Frieler et al.
- Spatial Distribution of Permafrost in the Xing’an Mountains of Northeast China from 2001 to 2018 Y. Zhang et al.
- Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia K. Kim et al.
- Acceleration of coastal-retreat rates for high-Arctic rock cliffs on Brøggerhalvøya, Svalbard, over the past decade J. Aga et al.
- The role of hydrothermal processes in permafrost degradation on China’s Qilian Eboling Ridge Y. Huang et al.
- Evaluation of High Mountain Asia‐Land Data Assimilation System (Version 1) From 2003 to 2016, Part I: A Hyper‐Resolution Terrestrial Modeling System Y. Xue et al.
- A parameterization of sub-grid topographical effects on solar radiation in the E3SM Land Model (version 1.0): implementation and evaluation over the Tibetan Plateau D. Hao et al.
- Performances of NCEP-NCAR and NCEP-DOE reanalysis data for winter seasonal mean air temperature and winter seasonal total precipitation amount over the Western Himalayas (WH) D. Singh et al.
- REDCAPP (v1.0): parameterizing valley inversions in air temperature data downscaled from reanalyses B. Cao et al.
- Modelling rock wall permafrost degradation in the Mont Blanc massif from the LIA to the end of the 21st century F. Magnin et al.
- The influence of surface characteristics, topography and continentality on mountain permafrost in British Columbia A. Hasler et al.
- Improving Snow‐Process Modeling by Evaluating Reanalysis Vertical Temperature Profiles Using a Distributed Hydrological Model A. Moiz et al.
- Downscaling near-surface atmospheric fields with multi-objective Genetic Programming T. Zerenner et al.
- Snowpack dynamics in the Lebanese mountains from quasi-dynamically downscaled ERA5 reanalysis updated by assimilating remotely sensed fractional snow-covered area E. Alonso-González et al.
- Late Quaternary Permafrost Distributions Downscaled for South America: Examinations of GCM‐based Maps with Observations K. Saito et al.
- Future permafrost conditions along environmental gradients in Zackenberg, Greenland S. Westermann et al.
- Heat Stress Metrics for US Census Tracts 1998–2020 R. Rahai et al.
- Modeling surface longwave radiation over high-relief terrain G. Yan et al.
- Modelling the temporal dynamics of subarctic surface temperature inversions from atmospheric reanalysis for producing point-scale multi-decade meteorological time series in mountains V. Pozsgay & S. Gruber
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al.
- TopoPyScale: A Python Package for Hillslope Climate Downscaling S. Filhol et al.
- Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites K. Aalstad et al.
- Downscaled hyper-resolution (400 m) gridded datasets of daily precipitation and temperature (2008–2019) for the East–Taylor subbasin (western United States) U. Mital et al.
- Multi-Criteria Evaluation of Snowpack Simulations in Complex Alpine Terrain Using Satellite and In Situ Observations J. Revuelto et al.
- Reconstructed Centennial Mass Balance Change for Golubin Glacier, Northern Tien Shan E. Azisov et al.
- Water content and ground temperature variations in the active layer of a rock glacier in the Central Andes of San Juan, Argentina M. López et al.
- Downscaling of surface wind forecasts using convolutional neural networks F. Dupuy et al.
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al.
- Ensemble-based data assimilation improves hyperresolution snowpack simulations in forests E. Alonso-González et al.
- A tool for downscaling weather data from large-grid reanalysis products to finer spatial scales for distributed hydrological applications A. Sen Gupta & D. Tarboton
- Sval_Imp: a gridded forcing dataset for climate change impact research on Svalbard T. Schuler & T. Østby
- Changing Arctic snow cover: A review of recent developments and assessment of future needs for observations, modelling, and impacts S. Bokhorst et al.
- Parameterizing surface wind speed over complex topography N. Helbig et al.
- Numerical Weather Forecasts at Kilometer Scale in the French Alps: Evaluation and Application for Snowpack Modeling V. Vionnet et al.
- Impacts of Sub‐Grid Topographic Representations on Surface Energy Balance and Boundary Conditions in the E3SM Land Model: A Case Study in Sierra Nevada D. Hao et al.
- Large-area land surface simulations in heterogeneous terrain driven by global data sets: application to mountain permafrost J. Fiddes et al.
- Diagnosing the decline in climatic mass balance of glaciers in Svalbard over 1957–2014 T. Østby et al.
- The Canadian Hydrological Model (CHM) v1.0: a multi-scale, multi-extent, variable-complexity hydrological model – design and overview C. Marsh et al.
- Correcting for Systematic Underestimation of Topographic Glacier Aerodynamic Roughness Values From Hintereisferner, Austria J. Chambers et al.
- A massive rock and ice avalanche caused the 2021 disaster at Chamoli, Indian Himalaya D. Shugar et al.
- Mid‐Holocene frozen ground in China from PMIP3 simulations Y. Liu & D. Jiang
- A Downscaling Intercomparison Study: The Representation of Slope- and Ridge-Scale Processes in Models of Different Complexity B. Kruyt et al.
- Review article: Inferring permafrost and permafrost thaw in the mountains of the Hindu Kush Himalaya region S. Gruber et al.
- Surface temperatures and their influence on the permafrost thermal regime in high-Arctic rock walls on Svalbard J. Schmidt et al.
- Quality of local scale surface weather analogs over the north-west Himalaya (NWH), India D. Singh et al.
- A high-fidelity multiresolution digital elevation model for Earth systems X. Duan et al.
- The Sensitivity of Heatwave Climatology to Input Gridded Datasets: A Case Study of Ukraine O. Skrynyk et al.
- Statistical Downscaling of Gridded Wind Speed Data Using Local Topography A. Winstral et al.
- Permafrost zonation index map and statistics over the Qinghai–Tibet Plateau based on field evidence B. Cao et al.
- Simulating the effect of subsurface drainage on the thermal regime and ground ice in blocky terrain in Norway C. Renette et al.
- Modelling present and future rock wall permafrost distribution in the Sisimiut mountain area, West Greenland M. Marcer et al.
- Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning J. Dujardin & M. Lehning
- A combined data assimilation and deep learning approach for continuous spatio-temporal SWE reconstruction from sparse ground tracks M. Guidicelli et al.
- Effects of meteorological forcing uncertainty on high-resolution snow modeling and streamflow prediction in a mountainous karst watershed C. Tyson et al.
95 citations as recorded by crossref.
- Long-term firn and mass balance modelling for Abramov Glacier in the data-scarce Pamir Alay M. Kronenberg et al.
- Permafrost is warming at a global scale B. Biskaborn et al.
- Operational snow-hydrological modeling for Switzerland R. Mott et al.
- Subgridding high-resolution numerical weather forecast in the Canadian Selkirk mountain range for local snow modeling in a remote sensing perspective P. Billecocq et al.
- A ground temperature map of the North Atlantic permafrost region based on remote sensing and reanalysis data S. Westermann et al.
- Central Asia's spatiotemporal glacier response ambiguity due to data inconsistencies and regional simplifications M. Barandun & E. Pohl
- Recent ground thermo-hydrological changes in a southern Tibetan endorheic catchment and implications for lake level changes L. Martin et al.
- Climate of the Marrakech High Atlas, Morocco: Temperature lapse rates and precipitation gradient from piedmont to summits B. Bell et al.
- Upstream hydrology and the importance of snowmelt in buffering droughts in the Karnali basin in Nepal P. Pokhrel et al.
- Clear Sky influence on temperature fluctuations in Chefchaouen, Western Rif, Morocco A. Al mashoudi & A. El baye
- Suitability of North American Regional Reanalysis (NARR) output for hydrologic modelling and analysis in mountainous terrain J. Trubilowicz et al.
- Modelling snowpack bulk density using snow depth, cumulative degree‐days, and climatological predictor variables A. Szeitz & R. Moore
- Ground temperature variations in a talus slope influenced by permafrost: a comparison of field observations and model simulations B. Staub et al.
- The Land surface Data Toolkit (LDT v7.2) – a data fusion environment for land data assimilation systems K. Arsenault et al.
- Measured and Modeled Historical Precipitation Trends for Svalbard E. Førland et al.
- Comparisons of statistical downscaling methods for air temperature over the Qilian Mountains H. Jin et al.
- Deglaciation patterns in the Upper Zemmgrund, Austria: An exploration of clean-ice disintegration scenarios H. Wytiahlowsky et al.
- Multi-scale snowdrift-permitting modelling of mountain snowpack V. Vionnet et al.
- New projections of 21st century climate and hydrology for Alaska and Hawaiʻi N. Mizukami et al.
- MHATCN: Integrating local patterns and long-range dependencies for snow albedo forecasting R. Kumar et al.
- Quality of Local Scale Surface Weather Analogs in Two Climatologically and Geographically Distinct Mountainous Regions D. Singh & A. Kumar
- Northern Hemisphere permafrost map based on TTOP modelling for 2000–2016 at 1 km2 scale J. Obu et al.
- The effects of late Cenozoic climate change on the global distribution of frost cracking H. Sharma et al.
- Slope Environmental Lapse Rate (SELR) of Temperature in the Monsoon Regime of the Western Himalaya R. Thayyen & A. Dimri
- How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing H. Duarte et al.
- A Physically Based Atmospheric Variables Downscaling Technique T. Rouf et al.
- A Finite Volume Blowing Snow Model for Use With Variable Resolution Meshes C. Marsh et al.
- Interactive effects of species composition, site quality, and drought on growth dynamics of Norway spruce and Scots pine stands in Norway C. Kuehne et al.
- Meteorological Applications Benefiting from an Improved Understanding of Atmospheric Exchange Processes over Mountains S. De Wekker et al.
- Sensitivity of Spring Phenology Simulations to the Selection of Model Structure and Driving Meteorological Data R. Dávid et al.
- Spatial downscaling of precipitation for hydrological modelling: Assessing a simple method and its application under climate change in Britain A. Kay et al.
- Performance improvements to modern hydrological models via lookup table optimizations C. Marsh et al.
- GlobSim (v1.0): deriving meteorological time series for point locations from multiple global reanalyses B. Cao et al.
- Resilience to late frost and drought of mixed forests with Turkey oak and silver fir in southern Italy C. Lisella et al.
- GeoDS (v.1.0): a simple Geographical DownScaling model for long-term precipitation data over complex terrains J. Brenner et al.
- TopoCLIM: rapid topography-based downscaling of regional climate model output in complex terrain v1.1 J. Fiddes et al.
- Pan-Antarctic map of near-surface permafrost temperatures at 1 km2 scale J. Obu et al.
- CHELSA-W5E5: daily 1 km meteorological forcing data for climate impact studies D. Karger et al.
- Spatio-temporal reconstruction of winter glacier mass balance in the Alps, Scandinavia, Central Asia and western Canada (1981–2019) using climate reanalyses and machine learning M. Guidicelli et al.
- Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering J. Fiddes et al.
- Spatial Analyses and Susceptibility Modeling of Thermokarst Lakes in Permafrost Landscapes along the Qinghai–Tibet Engineering Corridor G. Yin et al.
- Scenario setup and forcing data for impact model evaluation and impact attribution within the third round of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3a) K. Frieler et al.
- Spatial Distribution of Permafrost in the Xing’an Mountains of Northeast China from 2001 to 2018 Y. Zhang et al.
- Augmenting daily MODIS LST with AIRS surface temperature retrievals to estimate ground temperature and permafrost extent in High Mountain Asia K. Kim et al.
- Acceleration of coastal-retreat rates for high-Arctic rock cliffs on Brøggerhalvøya, Svalbard, over the past decade J. Aga et al.
- The role of hydrothermal processes in permafrost degradation on China’s Qilian Eboling Ridge Y. Huang et al.
- Evaluation of High Mountain Asia‐Land Data Assimilation System (Version 1) From 2003 to 2016, Part I: A Hyper‐Resolution Terrestrial Modeling System Y. Xue et al.
- A parameterization of sub-grid topographical effects on solar radiation in the E3SM Land Model (version 1.0): implementation and evaluation over the Tibetan Plateau D. Hao et al.
- Performances of NCEP-NCAR and NCEP-DOE reanalysis data for winter seasonal mean air temperature and winter seasonal total precipitation amount over the Western Himalayas (WH) D. Singh et al.
- REDCAPP (v1.0): parameterizing valley inversions in air temperature data downscaled from reanalyses B. Cao et al.
- Modelling rock wall permafrost degradation in the Mont Blanc massif from the LIA to the end of the 21st century F. Magnin et al.
- The influence of surface characteristics, topography and continentality on mountain permafrost in British Columbia A. Hasler et al.
- Improving Snow‐Process Modeling by Evaluating Reanalysis Vertical Temperature Profiles Using a Distributed Hydrological Model A. Moiz et al.
- Downscaling near-surface atmospheric fields with multi-objective Genetic Programming T. Zerenner et al.
- Snowpack dynamics in the Lebanese mountains from quasi-dynamically downscaled ERA5 reanalysis updated by assimilating remotely sensed fractional snow-covered area E. Alonso-González et al.
- Late Quaternary Permafrost Distributions Downscaled for South America: Examinations of GCM‐based Maps with Observations K. Saito et al.
- Future permafrost conditions along environmental gradients in Zackenberg, Greenland S. Westermann et al.
- Heat Stress Metrics for US Census Tracts 1998–2020 R. Rahai et al.
- Modeling surface longwave radiation over high-relief terrain G. Yan et al.
- Modelling the temporal dynamics of subarctic surface temperature inversions from atmospheric reanalysis for producing point-scale multi-decade meteorological time series in mountains V. Pozsgay & S. Gruber
- Modelling glacier mass balance and climate sensitivity in the context of sparse observations: application to Saskatchewan Glacier, western Canada C. Kinnard et al.
- TopoPyScale: A Python Package for Hillslope Climate Downscaling S. Filhol et al.
- Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites K. Aalstad et al.
- Downscaled hyper-resolution (400 m) gridded datasets of daily precipitation and temperature (2008–2019) for the East–Taylor subbasin (western United States) U. Mital et al.
- Multi-Criteria Evaluation of Snowpack Simulations in Complex Alpine Terrain Using Satellite and In Situ Observations J. Revuelto et al.
- Reconstructed Centennial Mass Balance Change for Golubin Glacier, Northern Tien Shan E. Azisov et al.
- Water content and ground temperature variations in the active layer of a rock glacier in the Central Andes of San Juan, Argentina M. López et al.
- Downscaling of surface wind forecasts using convolutional neural networks F. Dupuy et al.
- The Multiple Snow Data Assimilation System (MuSA v1.0) E. Alonso-González et al.
- Ensemble-based data assimilation improves hyperresolution snowpack simulations in forests E. Alonso-González et al.
- A tool for downscaling weather data from large-grid reanalysis products to finer spatial scales for distributed hydrological applications A. Sen Gupta & D. Tarboton
- Sval_Imp: a gridded forcing dataset for climate change impact research on Svalbard T. Schuler & T. Østby
- Changing Arctic snow cover: A review of recent developments and assessment of future needs for observations, modelling, and impacts S. Bokhorst et al.
- Parameterizing surface wind speed over complex topography N. Helbig et al.
- Numerical Weather Forecasts at Kilometer Scale in the French Alps: Evaluation and Application for Snowpack Modeling V. Vionnet et al.
- Impacts of Sub‐Grid Topographic Representations on Surface Energy Balance and Boundary Conditions in the E3SM Land Model: A Case Study in Sierra Nevada D. Hao et al.
- Large-area land surface simulations in heterogeneous terrain driven by global data sets: application to mountain permafrost J. Fiddes et al.
- Diagnosing the decline in climatic mass balance of glaciers in Svalbard over 1957–2014 T. Østby et al.
- The Canadian Hydrological Model (CHM) v1.0: a multi-scale, multi-extent, variable-complexity hydrological model – design and overview C. Marsh et al.
- Correcting for Systematic Underestimation of Topographic Glacier Aerodynamic Roughness Values From Hintereisferner, Austria J. Chambers et al.
- A massive rock and ice avalanche caused the 2021 disaster at Chamoli, Indian Himalaya D. Shugar et al.
- Mid‐Holocene frozen ground in China from PMIP3 simulations Y. Liu & D. Jiang
- A Downscaling Intercomparison Study: The Representation of Slope- and Ridge-Scale Processes in Models of Different Complexity B. Kruyt et al.
- Review article: Inferring permafrost and permafrost thaw in the mountains of the Hindu Kush Himalaya region S. Gruber et al.
- Surface temperatures and their influence on the permafrost thermal regime in high-Arctic rock walls on Svalbard J. Schmidt et al.
- Quality of local scale surface weather analogs over the north-west Himalaya (NWH), India D. Singh et al.
- A high-fidelity multiresolution digital elevation model for Earth systems X. Duan et al.
- The Sensitivity of Heatwave Climatology to Input Gridded Datasets: A Case Study of Ukraine O. Skrynyk et al.
- Statistical Downscaling of Gridded Wind Speed Data Using Local Topography A. Winstral et al.
- Permafrost zonation index map and statistics over the Qinghai–Tibet Plateau based on field evidence B. Cao et al.
- Simulating the effect of subsurface drainage on the thermal regime and ground ice in blocky terrain in Norway C. Renette et al.
- Modelling present and future rock wall permafrost distribution in the Sisimiut mountain area, West Greenland M. Marcer et al.
- Wind‐Topo: Downscaling near‐surface wind fields to high‐resolution topography in highly complex terrain with deep learning J. Dujardin & M. Lehning
- A combined data assimilation and deep learning approach for continuous spatio-temporal SWE reconstruction from sparse ground tracks M. Guidicelli et al.
- Effects of meteorological forcing uncertainty on high-resolution snow modeling and streamflow prediction in a mountainous karst watershed C. Tyson et al.
Saved (final revised paper)
Latest update: 03 May 2026