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| Main Authors: | , , |
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| Format: | Dataset Open Access |
| Language: | en |
| Published: |
PANGAEA
2019
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| Subjects: | |
| Online Access: | https://doi.org/10.1594/PANGAEA.909880 |
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| _version_ | 1867168201600663552 |
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| author | Yamaguchi, Satoru Hiroyuki, Hirashima Avanzi, Francesco |
| author_facet | Yamaguchi, Satoru Hiroyuki, Hirashima Avanzi, Francesco |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | This dataset includes daily summaries of weather, snow, and preferential-flow conditions at the Snow and Ice Research Center, Nagaoka (Japan) -- snow seasons 2006 through 2018. The summary comprises 29 candidate predictors (features) of preferential flow as estimated by a weather-snow station, manual snow pits, and a snow model (SNOWPACK) and four metrics of preferential-flow characteristics measured by a multi-compartment lysimeter made by nine 1-m2 cells (standard deviation of mean snowpack runoff, coefficient of variation of mean snowpack runoff, maximum deviation of mean snowpack runoff, and mean snowpack runoff). This dataset was produced during the preparation of the paper ''Insights into preferential-flow snowpack runoff using Random Forest'' (WRR, doi:10.1029/2019WR024828). More details about this dataset can be found in the above mentioned paper. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_909880 |
| institution | PANGAEA |
| language | en |
| publishDate | 2019 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Daily summary of weather, snow, and preferential-flow conditions at the Snow and Ice Research Center, Nagaoka (Japan) - snow seasons 2006 through 2018 Yamaguchi, Satoru Hiroyuki, Hirashima Avanzi, Francesco Coefficient of variation; DATE/TIME; Day of water year; Density, snow; Density, snow, difference; Density over grain size, difference; Japan; Latent heat; Layer thickness; Liquid water content; Long-wave downward radiation; Long-wave net radiation; lysimeters; machine learning; Melt rate in water equivalent per day; Monitoring station; MONS; Nagaoka_SIRC; Number of layers; Number of melt events; Precipitation, daily total; Precipitation, rain; Precipitation, snow; Preferential flow; random forest; Runoff; Runoff, maximum deviation; Runoff, standard deviation; Sensible heat; Short-wave downward (GLOBAL) radiation; Short-wave net radiation; snow; Snow and Ice Research Center; Snowfall days; Snow grain size, difference; Snow grain size, mean; SNOWPACK; Snow thickness; Snow water equivalent; Temperature, air; Temperature, ice/snow This dataset includes daily summaries of weather, snow, and preferential-flow conditions at the Snow and Ice Research Center, Nagaoka (Japan) -- snow seasons 2006 through 2018. The summary comprises 29 candidate predictors (features) of preferential flow as estimated by a weather-snow station, manual snow pits, and a snow model (SNOWPACK) and four metrics of preferential-flow characteristics measured by a multi-compartment lysimeter made by nine 1-m2 cells (standard deviation of mean snowpack runoff, coefficient of variation of mean snowpack runoff, maximum deviation of mean snowpack runoff, and mean snowpack runoff). This dataset was produced during the preparation of the paper ''Insights into preferential-flow snowpack runoff using Random Forest'' (WRR, doi:10.1029/2019WR024828). More details about this dataset can be found in the above mentioned paper. |
| title | Daily summary of weather, snow, and preferential-flow conditions at the Snow and Ice Research Center, Nagaoka (Japan) - snow seasons 2006 through 2018 |
| topic | Coefficient of variation; DATE/TIME; Day of water year; Density, snow; Density, snow, difference; Density over grain size, difference; Japan; Latent heat; Layer thickness; Liquid water content; Long-wave downward radiation; Long-wave net radiation; lysimeters; machine learning; Melt rate in water equivalent per day; Monitoring station; MONS; Nagaoka_SIRC; Number of layers; Number of melt events; Precipitation, daily total; Precipitation, rain; Precipitation, snow; Preferential flow; random forest; Runoff; Runoff, maximum deviation; Runoff, standard deviation; Sensible heat; Short-wave downward (GLOBAL) radiation; Short-wave net radiation; snow; Snow and Ice Research Center; Snowfall days; Snow grain size, difference; Snow grain size, mean; SNOWPACK; Snow thickness; Snow water equivalent; Temperature, air; Temperature, ice/snow |
| url | https://doi.org/10.1594/PANGAEA.909880 |