Hyper-resolution decametric modelling of alpine catchments: development of a data processing framework to represent small scale-snow hydrological processes, over complex topography Article Swipe
Alix Reverdy
,
Jean‐Martial Cohard
,
Didier Voisin
,
Aniket Gupta
,
Sarah Vermaut
,
Lucie Liger
,
Laurent Arnaud
,
Hélène Barral
,
Catherine Coulaud
,
Matthieu Le Lay
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3897/aca.8.e151791
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3897/aca.8.e151791
Mountain ecosystems are under increasing pressure from anthropogenic forcings including warming, precipitation change and nutrient inputs. Understanding and projecting the consequences of these changes requires to be able to model transfer of energy and water (as a resource and the main agent of transport) both through vertical and lateral fluxes. The determination of these water paths is particularly challenging in complex mountain terrains, where small scale snow, topographic and geomorphological processes drive hydrology. Conceptual and semi-distributed hydrological models fail to represent the complexity of these water paths and land surface model often neglect lateral fluxes, making both approaches limited in studying trajectories of mountain ecosystems.To overcome these limitations, we applied the data-intensive and calibration-light critical zone model ParFlow-CLM3.5, to a highly instrumented alpine catchment (6.2 km² area between 1950 and 3100 m.a.s.l) close to the Lautaret Pass, in the French Alps. Specific efforts have been directed toward the representation and definition of small-scale snow hydrological processes, that modify significantly the timing, amount, and location of water fluxes above and below the surface. The representation of snow accumulation, redistribution, and melt was a key point of improvement in this model. Limitations of the initial snow scheme were overcome by refining the snow/rain transition dependencies on meteorological factors, by improving the snow albedo aging routine, by accounting for Saharan dust events and by selecting relevant spatial distribution methods for meteorological forcings over the watershed. The snow/rain transition was evaluated with disdrometer measurements. Meteorological forcings are distributed based on topography (slope effect on radiation and windspeed, shading, reillumination by longwave radiation), altitude (precipitation, temperature and humidity gradients), and remote sensing measurements (Leaf Area Index, snow redistribution maps). In this presentation we will focus on snow scheme improvements, and the ability of the model to represent the dynamic of the snow cover during the season at decametric resolution. This will be evaluated spatially with drone, Sentinel-2, MODIS and Pleiades images (snow height, snow cover and albedo), locally with albedo, snow height and Snow Water Equivalent, and hydrologically with streamflow observations. Further on, this work aims to show that distributed and physics-based hydrological modelling is feasible over complex alpine terrain, with reduced field data needs, and to provide a reproducible framework. Future work will look at subsurface hydrological consequencies of snow melt spatial patterns on water paths.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3897/aca.8.e151791
- https://aca.pensoft.net/article/151791/download/pdf/
- OA Status
- diamond
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4410825646
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4410825646Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3897/aca.8.e151791Digital Object Identifier
- Title
-
Hyper-resolution decametric modelling of alpine catchments: development of a data processing framework to represent small scale-snow hydrological processes, over complex topographyWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-05-28Full publication date if available
- Authors
-
Alix Reverdy, Jean‐Martial Cohard, Didier Voisin, Aniket Gupta, Sarah Vermaut, Lucie Liger, Laurent Arnaud, Hélène Barral, Catherine Coulaud, Matthieu Le LayList of authors in order
- Landing page
-
https://doi.org/10.3897/aca.8.e151791Publisher landing page
- PDF URL
-
https://aca.pensoft.net/article/151791/download/pdf/Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://aca.pensoft.net/article/151791/download/pdf/Direct OA link when available
- Concepts
-
Snow, Scale (ratio), Remote sensing, Physical geography, Geology, Environmental science, Geography, Geomorphology, CartographyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4410825646 |
|---|---|
| doi | https://doi.org/10.3897/aca.8.e151791 |
| ids.doi | https://doi.org/10.3897/aca.8.e151791 |
| ids.openalex | https://openalex.org/W4410825646 |
| fwci | 0.0 |
| type | article |
| title | Hyper-resolution decametric modelling of alpine catchments: development of a data processing framework to represent small scale-snow hydrological processes, over complex topography |
| biblio.issue | |
| biblio.volume | 8 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10644 |
| topics[0].field.id | https://openalex.org/fields/19 |
| topics[0].field.display_name | Earth and Planetary Sciences |
| topics[0].score | 0.9965999722480774 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1902 |
| topics[0].subfield.display_name | Atmospheric Science |
| topics[0].display_name | Cryospheric studies and observations |
| topics[1].id | https://openalex.org/T10330 |
| topics[1].field.id | https://openalex.org/fields/23 |
| topics[1].field.display_name | Environmental Science |
| topics[1].score | 0.9824000000953674 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2312 |
| topics[1].subfield.display_name | Water Science and Technology |
| topics[1].display_name | Hydrology and Watershed Management Studies |
| topics[2].id | https://openalex.org/T11333 |
| topics[2].field.id | https://openalex.org/fields/19 |
| topics[2].field.display_name | Earth and Planetary Sciences |
| topics[2].score | 0.9552000164985657 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1902 |
| topics[2].subfield.display_name | Atmospheric Science |
| topics[2].display_name | Climate change and permafrost |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C197046000 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7943589687347412 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q7561 |
| concepts[0].display_name | Snow |
| concepts[1].id | https://openalex.org/C2778755073 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6489861607551575 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q10858537 |
| concepts[1].display_name | Scale (ratio) |
| concepts[2].id | https://openalex.org/C62649853 |
| concepts[2].level | 1 |
| concepts[2].score | 0.546038031578064 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q199687 |
| concepts[2].display_name | Remote sensing |
| concepts[3].id | https://openalex.org/C100970517 |
| concepts[3].level | 1 |
| concepts[3].score | 0.43915697932243347 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q52107 |
| concepts[3].display_name | Physical geography |
| concepts[4].id | https://openalex.org/C127313418 |
| concepts[4].level | 0 |
| concepts[4].score | 0.38406670093536377 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1069 |
| concepts[4].display_name | Geology |
| concepts[5].id | https://openalex.org/C39432304 |
| concepts[5].level | 0 |
| concepts[5].score | 0.3562454283237457 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q188847 |
| concepts[5].display_name | Environmental science |
| concepts[6].id | https://openalex.org/C205649164 |
| concepts[6].level | 0 |
| concepts[6].score | 0.22702822089195251 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q1071 |
| concepts[6].display_name | Geography |
| concepts[7].id | https://openalex.org/C114793014 |
| concepts[7].level | 1 |
| concepts[7].score | 0.224991112947464 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q52109 |
| concepts[7].display_name | Geomorphology |
| concepts[8].id | https://openalex.org/C58640448 |
| concepts[8].level | 1 |
| concepts[8].score | 0.21385517716407776 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q42515 |
| concepts[8].display_name | Cartography |
| keywords[0].id | https://openalex.org/keywords/snow |
| keywords[0].score | 0.7943589687347412 |
| keywords[0].display_name | Snow |
| keywords[1].id | https://openalex.org/keywords/scale |
| keywords[1].score | 0.6489861607551575 |
| keywords[1].display_name | Scale (ratio) |
| keywords[2].id | https://openalex.org/keywords/remote-sensing |
| keywords[2].score | 0.546038031578064 |
| keywords[2].display_name | Remote sensing |
| keywords[3].id | https://openalex.org/keywords/physical-geography |
| keywords[3].score | 0.43915697932243347 |
| keywords[3].display_name | Physical geography |
| keywords[4].id | https://openalex.org/keywords/geology |
| keywords[4].score | 0.38406670093536377 |
| keywords[4].display_name | Geology |
| keywords[5].id | https://openalex.org/keywords/environmental-science |
| keywords[5].score | 0.3562454283237457 |
| keywords[5].display_name | Environmental science |
| keywords[6].id | https://openalex.org/keywords/geography |
| keywords[6].score | 0.22702822089195251 |
| keywords[6].display_name | Geography |
| keywords[7].id | https://openalex.org/keywords/geomorphology |
| keywords[7].score | 0.224991112947464 |
| keywords[7].display_name | Geomorphology |
| keywords[8].id | https://openalex.org/keywords/cartography |
| keywords[8].score | 0.21385517716407776 |
| keywords[8].display_name | Cartography |
| language | en |
| locations[0].id | doi:10.3897/aca.8.e151791 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210217501 |
| locations[0].source.issn | 2603-3925 |
| locations[0].source.type | conference |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2603-3925 |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | ARPHA Conference Abstracts |
| locations[0].source.host_organization | https://openalex.org/P4310321056 |
| locations[0].source.host_organization_name | Pensoft Publishers |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310321056 |
| locations[0].source.host_organization_lineage_names | Pensoft Publishers |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://aca.pensoft.net/article/151791/download/pdf/ |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | ARPHA Conference Abstracts |
| locations[0].landing_page_url | https://doi.org/10.3897/aca.8.e151791 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5040288965 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-0560-6541 |
| authorships[0].author.display_name | Alix Reverdy |
| authorships[0].countries | FR |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[0].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[0].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[0].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[0].institutions[0].type | government |
| authorships[0].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[0].institutions[0].country_code | FR |
| authorships[0].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[0].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[0].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[0].institutions[1].type | government |
| authorships[0].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[0].institutions[1].country_code | FR |
| authorships[0].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[0].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[0].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[0].institutions[2].type | government |
| authorships[0].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[0].institutions[2].country_code | FR |
| authorships[0].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[0].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[0].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[0].institutions[3].type | facility |
| authorships[0].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[0].institutions[3].country_code | FR |
| authorships[0].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[0].institutions[4].id | https://openalex.org/I106785703 |
| authorships[0].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[0].institutions[4].type | education |
| authorships[0].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[0].institutions[4].country_code | FR |
| authorships[0].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[0].institutions[5].id | https://openalex.org/I899635006 |
| authorships[0].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[0].institutions[5].type | education |
| authorships[0].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[0].institutions[5].country_code | FR |
| authorships[0].institutions[5].display_name | Université Grenoble Alpes |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Alix Reverdy |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[1].author.id | https://openalex.org/A5007715453 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-8418-8888 |
| authorships[1].author.display_name | Jean‐Martial Cohard |
| authorships[1].countries | FR |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[1].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[1].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[1].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[1].institutions[0].type | government |
| authorships[1].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[1].institutions[0].country_code | FR |
| authorships[1].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[1].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[1].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[1].institutions[1].type | government |
| authorships[1].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[1].institutions[1].country_code | FR |
| authorships[1].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[1].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[1].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[1].institutions[2].type | government |
| authorships[1].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[1].institutions[2].country_code | FR |
| authorships[1].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[1].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[1].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[1].institutions[3].type | facility |
| authorships[1].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[1].institutions[3].country_code | FR |
| authorships[1].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[1].institutions[4].id | https://openalex.org/I106785703 |
| authorships[1].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[1].institutions[4].type | education |
| authorships[1].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[1].institutions[4].country_code | FR |
| authorships[1].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[1].institutions[5].id | https://openalex.org/I899635006 |
| authorships[1].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[1].institutions[5].type | education |
| authorships[1].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[1].institutions[5].country_code | FR |
| authorships[1].institutions[5].display_name | Université Grenoble Alpes |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Jean-Martial Cohard |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[2].author.id | https://openalex.org/A5025916594 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-1317-7561 |
| authorships[2].author.display_name | Didier Voisin |
| authorships[2].countries | FR |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[2].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[2].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[2].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[2].institutions[0].type | government |
| authorships[2].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[2].institutions[0].country_code | FR |
| authorships[2].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[2].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[2].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[2].institutions[1].type | government |
| authorships[2].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[2].institutions[1].country_code | FR |
| authorships[2].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[2].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[2].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[2].institutions[2].type | government |
| authorships[2].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[2].institutions[2].country_code | FR |
| authorships[2].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[2].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[2].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[2].institutions[3].type | facility |
| authorships[2].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[2].institutions[3].country_code | FR |
| authorships[2].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[2].institutions[4].id | https://openalex.org/I106785703 |
| authorships[2].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[2].institutions[4].type | education |
| authorships[2].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[2].institutions[4].country_code | FR |
| authorships[2].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[2].institutions[5].id | https://openalex.org/I899635006 |
| authorships[2].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[2].institutions[5].type | education |
| authorships[2].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[2].institutions[5].country_code | FR |
| authorships[2].institutions[5].display_name | Université Grenoble Alpes |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Didier Voisin |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[3].author.id | https://openalex.org/A5101967809 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-8235-2613 |
| authorships[3].author.display_name | Aniket Gupta |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I138006243 |
| authorships[3].affiliations[0].raw_affiliation_string | University of Arizona, Tucson, United States of America |
| authorships[3].institutions[0].id | https://openalex.org/I138006243 |
| authorships[3].institutions[0].ror | https://ror.org/03m2x1q45 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I138006243 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | University of Arizona |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Aniket Gupta |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | University of Arizona, Tucson, United States of America |
| authorships[4].author.id | https://openalex.org/A5117730333 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Sarah Vermaut |
| authorships[4].countries | FR |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[4].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[4].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[4].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[4].institutions[0].type | government |
| authorships[4].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[4].institutions[0].country_code | FR |
| authorships[4].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[4].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[4].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[4].institutions[1].type | government |
| authorships[4].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[4].institutions[1].country_code | FR |
| authorships[4].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[4].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[4].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[4].institutions[2].type | government |
| authorships[4].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[4].institutions[2].country_code | FR |
| authorships[4].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[4].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[4].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[4].institutions[3].type | facility |
| authorships[4].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[4].institutions[3].country_code | FR |
| authorships[4].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[4].institutions[4].id | https://openalex.org/I106785703 |
| authorships[4].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[4].institutions[4].type | education |
| authorships[4].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[4].institutions[4].country_code | FR |
| authorships[4].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[4].institutions[5].id | https://openalex.org/I899635006 |
| authorships[4].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[4].institutions[5].type | education |
| authorships[4].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[4].institutions[5].country_code | FR |
| authorships[4].institutions[5].display_name | Université Grenoble Alpes |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Sarah Vermaut |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[5].author.id | https://openalex.org/A5079916039 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-2238-1065 |
| authorships[5].author.display_name | Lucie Liger |
| authorships[5].countries | FR |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I1294671590, https://openalex.org/I899635006 |
| authorships[5].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, Lautaret, 38000 Grenoble, France |
| authorships[5].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[5].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[5].institutions[0].type | government |
| authorships[5].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[5].institutions[0].country_code | FR |
| authorships[5].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[5].institutions[1].id | https://openalex.org/I899635006 |
| authorships[5].institutions[1].ror | https://ror.org/02rx3b187 |
| authorships[5].institutions[1].type | education |
| authorships[5].institutions[1].lineage | https://openalex.org/I899635006 |
| authorships[5].institutions[1].country_code | FR |
| authorships[5].institutions[1].display_name | Université Grenoble Alpes |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Lucie Liger |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, Lautaret, 38000 Grenoble, France |
| authorships[6].author.id | https://openalex.org/A5082120478 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-8077-8394 |
| authorships[6].author.display_name | Laurent Arnaud |
| authorships[6].countries | FR |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[6].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[6].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[6].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[6].institutions[0].type | government |
| authorships[6].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[6].institutions[0].country_code | FR |
| authorships[6].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[6].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[6].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[6].institutions[1].type | government |
| authorships[6].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[6].institutions[1].country_code | FR |
| authorships[6].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[6].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[6].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[6].institutions[2].type | government |
| authorships[6].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[6].institutions[2].country_code | FR |
| authorships[6].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[6].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[6].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[6].institutions[3].type | facility |
| authorships[6].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[6].institutions[3].country_code | FR |
| authorships[6].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[6].institutions[4].id | https://openalex.org/I106785703 |
| authorships[6].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[6].institutions[4].type | education |
| authorships[6].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[6].institutions[4].country_code | FR |
| authorships[6].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[6].institutions[5].id | https://openalex.org/I899635006 |
| authorships[6].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[6].institutions[5].type | education |
| authorships[6].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[6].institutions[5].country_code | FR |
| authorships[6].institutions[5].display_name | Université Grenoble Alpes |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Laurent Arnaud |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[7].author.id | https://openalex.org/A5022400494 |
| authorships[7].author.orcid | |
| authorships[7].author.display_name | Hélène Barral |
| authorships[7].countries | FR |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[7].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[7].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[7].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[7].institutions[0].type | government |
| authorships[7].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[7].institutions[0].country_code | FR |
| authorships[7].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[7].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[7].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[7].institutions[1].type | government |
| authorships[7].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[7].institutions[1].country_code | FR |
| authorships[7].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[7].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[7].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[7].institutions[2].type | government |
| authorships[7].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[7].institutions[2].country_code | FR |
| authorships[7].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[7].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[7].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[7].institutions[3].type | facility |
| authorships[7].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[7].institutions[3].country_code | FR |
| authorships[7].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[7].institutions[4].id | https://openalex.org/I106785703 |
| authorships[7].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[7].institutions[4].type | education |
| authorships[7].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[7].institutions[4].country_code | FR |
| authorships[7].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[7].institutions[5].id | https://openalex.org/I899635006 |
| authorships[7].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[7].institutions[5].type | education |
| authorships[7].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[7].institutions[5].country_code | FR |
| authorships[7].institutions[5].display_name | Université Grenoble Alpes |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Helene Barral |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[8].author.id | https://openalex.org/A5011067143 |
| authorships[8].author.orcid | |
| authorships[8].author.display_name | Catherine Coulaud |
| authorships[8].countries | FR |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210088668, https://openalex.org/I4210121220, https://openalex.org/I4210166444, https://openalex.org/I899635006 |
| authorships[8].affiliations[0].raw_affiliation_string | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[8].institutions[0].id | https://openalex.org/I1294671590 |
| authorships[8].institutions[0].ror | https://ror.org/02feahw73 |
| authorships[8].institutions[0].type | government |
| authorships[8].institutions[0].lineage | https://openalex.org/I1294671590 |
| authorships[8].institutions[0].country_code | FR |
| authorships[8].institutions[0].display_name | Centre National de la Recherche Scientifique |
| authorships[8].institutions[1].id | https://openalex.org/I4210088668 |
| authorships[8].institutions[1].ror | https://ror.org/003vg9w96 |
| authorships[8].institutions[1].type | government |
| authorships[8].institutions[1].lineage | https://openalex.org/I4210088668 |
| authorships[8].institutions[1].country_code | FR |
| authorships[8].institutions[1].display_name | Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement |
| authorships[8].institutions[2].id | https://openalex.org/I4210166444 |
| authorships[8].institutions[2].ror | https://ror.org/05q3vnk25 |
| authorships[8].institutions[2].type | government |
| authorships[8].institutions[2].lineage | https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210131494, https://openalex.org/I4210166444 |
| authorships[8].institutions[2].country_code | FR |
| authorships[8].institutions[2].display_name | Institut de Recherche pour le Développement |
| authorships[8].institutions[3].id | https://openalex.org/I4210121220 |
| authorships[8].institutions[3].ror | https://ror.org/01wwcfa26 |
| authorships[8].institutions[3].type | facility |
| authorships[8].institutions[3].lineage | https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I1294671590, https://openalex.org/I2802818602, https://openalex.org/I4210090127, https://openalex.org/I4210121220, https://openalex.org/I4210131494, https://openalex.org/I4210139971, https://openalex.org/I4210148025, https://openalex.org/I4210150872, https://openalex.org/I4210166444, https://openalex.org/I899635006, https://openalex.org/I899635006 |
| authorships[8].institutions[3].country_code | FR |
| authorships[8].institutions[3].display_name | Institut des Géosciences de l'Environnement |
| authorships[8].institutions[4].id | https://openalex.org/I106785703 |
| authorships[8].institutions[4].ror | https://ror.org/05sbt2524 |
| authorships[8].institutions[4].type | education |
| authorships[8].institutions[4].lineage | https://openalex.org/I106785703, https://openalex.org/I899635006 |
| authorships[8].institutions[4].country_code | FR |
| authorships[8].institutions[4].display_name | Institut polytechnique de Grenoble |
| authorships[8].institutions[5].id | https://openalex.org/I899635006 |
| authorships[8].institutions[5].ror | https://ror.org/02rx3b187 |
| authorships[8].institutions[5].type | education |
| authorships[8].institutions[5].lineage | https://openalex.org/I899635006 |
| authorships[8].institutions[5].country_code | FR |
| authorships[8].institutions[5].display_name | Université Grenoble Alpes |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Catherine Coulaud |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France |
| authorships[9].author.id | https://openalex.org/A5083411832 |
| authorships[9].author.orcid | https://orcid.org/0000-0002-0865-7125 |
| authorships[9].author.display_name | Matthieu Le Lay |
| authorships[9].countries | FR |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210143116 |
| authorships[9].affiliations[0].raw_affiliation_string | EdF-DTG, Grenoble, France |
| authorships[9].institutions[0].id | https://openalex.org/I4210143116 |
| authorships[9].institutions[0].ror | https://ror.org/03wb8xz10 |
| authorships[9].institutions[0].type | company |
| authorships[9].institutions[0].lineage | https://openalex.org/I4210143116 |
| authorships[9].institutions[0].country_code | FR |
| authorships[9].institutions[0].display_name | Électricité de France (France) |
| authorships[9].author_position | last |
| authorships[9].raw_author_name | Mathieu Le lay |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | EdF-DTG, Grenoble, France |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://aca.pensoft.net/article/151791/download/pdf/ |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Hyper-resolution decametric modelling of alpine catchments: development of a data processing framework to represent small scale-snow hydrological processes, over complex topography |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10644 |
| primary_topic.field.id | https://openalex.org/fields/19 |
| primary_topic.field.display_name | Earth and Planetary Sciences |
| primary_topic.score | 0.9965999722480774 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1902 |
| primary_topic.subfield.display_name | Atmospheric Science |
| primary_topic.display_name | Cryospheric studies and observations |
| related_works | https://openalex.org/W2910852340, https://openalex.org/W2913143114, https://openalex.org/W1965757266, https://openalex.org/W1975930865, https://openalex.org/W2060524912, https://openalex.org/W2314704010, https://openalex.org/W1584003442, https://openalex.org/W2139939267, https://openalex.org/W1974511032, https://openalex.org/W4366823719 |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.3897/aca.8.e151791 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210217501 |
| best_oa_location.source.issn | 2603-3925 |
| best_oa_location.source.type | conference |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2603-3925 |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | ARPHA Conference Abstracts |
| best_oa_location.source.host_organization | https://openalex.org/P4310321056 |
| best_oa_location.source.host_organization_name | Pensoft Publishers |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310321056 |
| best_oa_location.source.host_organization_lineage_names | Pensoft Publishers |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://aca.pensoft.net/article/151791/download/pdf/ |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | ARPHA Conference Abstracts |
| best_oa_location.landing_page_url | https://doi.org/10.3897/aca.8.e151791 |
| primary_location.id | doi:10.3897/aca.8.e151791 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210217501 |
| primary_location.source.issn | 2603-3925 |
| primary_location.source.type | conference |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2603-3925 |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | ARPHA Conference Abstracts |
| primary_location.source.host_organization | https://openalex.org/P4310321056 |
| primary_location.source.host_organization_name | Pensoft Publishers |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310321056 |
| primary_location.source.host_organization_lineage_names | Pensoft Publishers |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://aca.pensoft.net/article/151791/download/pdf/ |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | ARPHA Conference Abstracts |
| primary_location.landing_page_url | https://doi.org/10.3897/aca.8.e151791 |
| publication_date | 2025-05-28 |
| publication_year | 2025 |
| referenced_works_count | 0 |
| abstract_inverted_index.a | 36, 119, 181, 363 |
| abstract_inverted_index.In | 274 |
| abstract_inverted_index.at | 301, 370 |
| abstract_inverted_index.be | 26, 306 |
| abstract_inverted_index.by | 197, 206, 213, 220, 255 |
| abstract_inverted_index.in | 59, 99, 137, 186 |
| abstract_inverted_index.is | 56, 349 |
| abstract_inverted_index.of | 21, 31, 42, 52, 83, 102, 151, 164, 174, 184, 190, 287, 294, 374 |
| abstract_inverted_index.on | 203, 245, 249, 280, 379 |
| abstract_inverted_index.to | 25, 28, 79, 118, 133, 290, 341, 361 |
| abstract_inverted_index.we | 108, 277 |
| abstract_inverted_index.(as | 35 |
| abstract_inverted_index.The | 50, 172, 232 |
| abstract_inverted_index.and | 13, 17, 33, 38, 47, 68, 74, 87, 112, 129, 149, 162, 168, 178, 219, 251, 261, 264, 284, 313, 320, 327, 331, 345, 360 |
| abstract_inverted_index.are | 2, 242 |
| abstract_inverted_index.for | 215, 226 |
| abstract_inverted_index.key | 182 |
| abstract_inverted_index.on, | 337 |
| abstract_inverted_index.the | 19, 39, 81, 110, 134, 138, 147, 159, 170, 191, 199, 208, 230, 285, 288, 292, 295, 299 |
| abstract_inverted_index.was | 180, 235 |
| abstract_inverted_index.(6.2 | 124 |
| abstract_inverted_index.1950 | 128 |
| abstract_inverted_index.3100 | 130 |
| abstract_inverted_index.Area | 269 |
| abstract_inverted_index.Snow | 328 |
| abstract_inverted_index.This | 304 |
| abstract_inverted_index.able | 27 |
| abstract_inverted_index.aims | 340 |
| abstract_inverted_index.area | 126 |
| abstract_inverted_index.been | 144 |
| abstract_inverted_index.both | 44, 96 |
| abstract_inverted_index.data | 358 |
| abstract_inverted_index.dust | 217 |
| abstract_inverted_index.fail | 78 |
| abstract_inverted_index.from | 6 |
| abstract_inverted_index.have | 143 |
| abstract_inverted_index.km² | 125 |
| abstract_inverted_index.land | 88 |
| abstract_inverted_index.look | 369 |
| abstract_inverted_index.main | 40 |
| abstract_inverted_index.melt | 179, 376 |
| abstract_inverted_index.over | 229, 351 |
| abstract_inverted_index.show | 342 |
| abstract_inverted_index.snow | 153, 175, 193, 209, 271, 281, 296, 318, 325, 375 |
| abstract_inverted_index.that | 156, 343 |
| abstract_inverted_index.this | 187, 275, 338 |
| abstract_inverted_index.were | 195 |
| abstract_inverted_index.will | 278, 305, 368 |
| abstract_inverted_index.with | 237, 309, 323, 333, 355 |
| abstract_inverted_index.work | 339, 367 |
| abstract_inverted_index.zone | 115 |
| abstract_inverted_index.(Leaf | 268 |
| abstract_inverted_index.(snow | 316 |
| abstract_inverted_index.Alps. | 140 |
| abstract_inverted_index.MODIS | 312 |
| abstract_inverted_index.Pass, | 136 |
| abstract_inverted_index.Water | 329 |
| abstract_inverted_index.above | 167 |
| abstract_inverted_index.agent | 41 |
| abstract_inverted_index.aging | 211 |
| abstract_inverted_index.based | 244 |
| abstract_inverted_index.below | 169 |
| abstract_inverted_index.close | 132 |
| abstract_inverted_index.cover | 297, 319 |
| abstract_inverted_index.drive | 71 |
| abstract_inverted_index.field | 357 |
| abstract_inverted_index.focus | 279 |
| abstract_inverted_index.model | 29, 90, 116, 289 |
| abstract_inverted_index.often | 91 |
| abstract_inverted_index.paths | 55, 86 |
| abstract_inverted_index.point | 183 |
| abstract_inverted_index.scale | 65 |
| abstract_inverted_index.small | 64 |
| abstract_inverted_index.snow, | 66 |
| abstract_inverted_index.these | 22, 53, 84, 106 |
| abstract_inverted_index.under | 3 |
| abstract_inverted_index.water | 34, 54, 85, 165, 380 |
| abstract_inverted_index.where | 63 |
| abstract_inverted_index.(slope | 247 |
| abstract_inverted_index.French | 139 |
| abstract_inverted_index.Future | 366 |
| abstract_inverted_index.Index, | 270 |
| abstract_inverted_index.albedo | 210 |
| abstract_inverted_index.alpine | 122, 353 |
| abstract_inverted_index.change | 12 |
| abstract_inverted_index.drone, | 310 |
| abstract_inverted_index.during | 298 |
| abstract_inverted_index.effect | 248 |
| abstract_inverted_index.energy | 32 |
| abstract_inverted_index.events | 218 |
| abstract_inverted_index.fluxes | 166 |
| abstract_inverted_index.height | 326 |
| abstract_inverted_index.highly | 120 |
| abstract_inverted_index.images | 315 |
| abstract_inverted_index.making | 95 |
| abstract_inverted_index.maps). | 273 |
| abstract_inverted_index.model. | 188 |
| abstract_inverted_index.models | 77 |
| abstract_inverted_index.modify | 157 |
| abstract_inverted_index.needs, | 359 |
| abstract_inverted_index.paths. | 381 |
| abstract_inverted_index.remote | 265 |
| abstract_inverted_index.scheme | 194, 282 |
| abstract_inverted_index.season | 300 |
| abstract_inverted_index.toward | 146 |
| abstract_inverted_index.Further | 336 |
| abstract_inverted_index.Saharan | 216 |
| abstract_inverted_index.ability | 286 |
| abstract_inverted_index.albedo, | 324 |
| abstract_inverted_index.amount, | 161 |
| abstract_inverted_index.applied | 109 |
| abstract_inverted_index.between | 127 |
| abstract_inverted_index.changes | 23 |
| abstract_inverted_index.complex | 60, 352 |
| abstract_inverted_index.dynamic | 293 |
| abstract_inverted_index.efforts | 142 |
| abstract_inverted_index.fluxes, | 94 |
| abstract_inverted_index.fluxes. | 49 |
| abstract_inverted_index.height, | 317 |
| abstract_inverted_index.initial | 192 |
| abstract_inverted_index.inputs. | 15 |
| abstract_inverted_index.lateral | 48, 93 |
| abstract_inverted_index.limited | 98 |
| abstract_inverted_index.locally | 322 |
| abstract_inverted_index.methods | 225 |
| abstract_inverted_index.neglect | 92 |
| abstract_inverted_index.provide | 362 |
| abstract_inverted_index.reduced | 356 |
| abstract_inverted_index.sensing | 266 |
| abstract_inverted_index.spatial | 223, 377 |
| abstract_inverted_index.surface | 89 |
| abstract_inverted_index.through | 45 |
| abstract_inverted_index.timing, | 160 |
| abstract_inverted_index.Lautaret | 135 |
| abstract_inverted_index.Mountain | 0 |
| abstract_inverted_index.Pleiades | 314 |
| abstract_inverted_index.Specific | 141 |
| abstract_inverted_index.albedo), | 321 |
| abstract_inverted_index.altitude | 258 |
| abstract_inverted_index.critical | 114 |
| abstract_inverted_index.directed | 145 |
| abstract_inverted_index.factors, | 205 |
| abstract_inverted_index.feasible | 350 |
| abstract_inverted_index.forcings | 8, 228, 241 |
| abstract_inverted_index.humidity | 262 |
| abstract_inverted_index.location | 163 |
| abstract_inverted_index.longwave | 256 |
| abstract_inverted_index.m.a.s.l) | 131 |
| abstract_inverted_index.mountain | 61, 103 |
| abstract_inverted_index.nutrient | 14 |
| abstract_inverted_index.overcome | 105, 196 |
| abstract_inverted_index.patterns | 378 |
| abstract_inverted_index.pressure | 5 |
| abstract_inverted_index.refining | 198 |
| abstract_inverted_index.relevant | 222 |
| abstract_inverted_index.requires | 24 |
| abstract_inverted_index.resource | 37 |
| abstract_inverted_index.routine, | 212 |
| abstract_inverted_index.shading, | 253 |
| abstract_inverted_index.studying | 100 |
| abstract_inverted_index.surface. | 171 |
| abstract_inverted_index.terrain, | 354 |
| abstract_inverted_index.transfer | 30 |
| abstract_inverted_index.vertical | 46 |
| abstract_inverted_index.warming, | 10 |
| abstract_inverted_index.catchment | 123 |
| abstract_inverted_index.evaluated | 236, 307 |
| abstract_inverted_index.improving | 207 |
| abstract_inverted_index.including | 9 |
| abstract_inverted_index.modelling | 348 |
| abstract_inverted_index.processes | 70 |
| abstract_inverted_index.radiation | 250 |
| abstract_inverted_index.represent | 80, 291 |
| abstract_inverted_index.selecting | 221 |
| abstract_inverted_index.snow/rain | 200, 233 |
| abstract_inverted_index.spatially | 308 |
| abstract_inverted_index.terrains, | 62 |
| abstract_inverted_index.Conceptual | 73 |
| abstract_inverted_index.accounting | 214 |
| abstract_inverted_index.approaches | 97 |
| abstract_inverted_index.complexity | 82 |
| abstract_inverted_index.decametric | 302 |
| abstract_inverted_index.definition | 150 |
| abstract_inverted_index.ecosystems | 1 |
| abstract_inverted_index.framework. | 365 |
| abstract_inverted_index.hydrology. | 72 |
| abstract_inverted_index.increasing | 4 |
| abstract_inverted_index.processes, | 155 |
| abstract_inverted_index.projecting | 18 |
| abstract_inverted_index.streamflow | 334 |
| abstract_inverted_index.subsurface | 371 |
| abstract_inverted_index.topography | 246 |
| abstract_inverted_index.transition | 201, 234 |
| abstract_inverted_index.transport) | 43 |
| abstract_inverted_index.watershed. | 231 |
| abstract_inverted_index.windspeed, | 252 |
| abstract_inverted_index.Equivalent, | 330 |
| abstract_inverted_index.Limitations | 189 |
| abstract_inverted_index.Sentinel-2, | 311 |
| abstract_inverted_index.challenging | 58 |
| abstract_inverted_index.disdrometer | 238 |
| abstract_inverted_index.distributed | 243, 344 |
| abstract_inverted_index.gradients), | 263 |
| abstract_inverted_index.improvement | 185 |
| abstract_inverted_index.radiation), | 257 |
| abstract_inverted_index.resolution. | 303 |
| abstract_inverted_index.small-scale | 152 |
| abstract_inverted_index.temperature | 260 |
| abstract_inverted_index.topographic | 67 |
| abstract_inverted_index.consequences | 20 |
| abstract_inverted_index.dependencies | 202 |
| abstract_inverted_index.distribution | 224 |
| abstract_inverted_index.hydrological | 76, 154, 347, 372 |
| abstract_inverted_index.instrumented | 121 |
| abstract_inverted_index.limitations, | 107 |
| abstract_inverted_index.measurements | 267 |
| abstract_inverted_index.particularly | 57 |
| abstract_inverted_index.presentation | 276 |
| abstract_inverted_index.reproducible | 364 |
| abstract_inverted_index.trajectories | 101 |
| abstract_inverted_index.Understanding | 16 |
| abstract_inverted_index.accumulation, | 176 |
| abstract_inverted_index.anthropogenic | 7 |
| abstract_inverted_index.consequencies | 373 |
| abstract_inverted_index.determination | 51 |
| abstract_inverted_index.ecosystems.To | 104 |
| abstract_inverted_index.improvements, | 283 |
| abstract_inverted_index.measurements. | 239 |
| abstract_inverted_index.observations. | 335 |
| abstract_inverted_index.physics-based | 346 |
| abstract_inverted_index.precipitation | 11 |
| abstract_inverted_index.significantly | 158 |
| abstract_inverted_index.Meteorological | 240 |
| abstract_inverted_index.data-intensive | 111 |
| abstract_inverted_index.hydrologically | 332 |
| abstract_inverted_index.meteorological | 204, 227 |
| abstract_inverted_index.redistribution | 272 |
| abstract_inverted_index.reillumination | 254 |
| abstract_inverted_index.representation | 148, 173 |
| abstract_inverted_index.(precipitation, | 259 |
| abstract_inverted_index.ParFlow-CLM3.5, | 117 |
| abstract_inverted_index.redistribution, | 177 |
| abstract_inverted_index.geomorphological | 69 |
| abstract_inverted_index.semi-distributed | 75 |
| abstract_inverted_index.calibration-light | 113 |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 10 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/15 |
| sustainable_development_goals[0].score | 0.46000000834465027 |
| sustainable_development_goals[0].display_name | Life in Land |
| sustainable_development_goals[1].id | https://metadata.un.org/sdg/6 |
| sustainable_development_goals[1].score | 0.4000000059604645 |
| sustainable_development_goals[1].display_name | Clean water and sanitation |
| citation_normalized_percentile.value | 0.18699187 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |