An Active-Passive Microwave Land Surface Classification from GPM
This dataset is compiled from five years of observation from the Global Precipitation Measurement (GPM) core observatory Microwave Imager (GMI) and Dual-Frequency Precipitation Radar (DPR). Retrieved emissivites and surface backscatter cross sections are gridded at quarter-degree, monthly resolution...
Main Authors: | , , , , , |
---|---|
Format: | Dataset |
Language: | unknown |
Published: |
IEEE DataPort
2020
|
Subjects: | |
Online Access: | https://dx.doi.org/10.21227/r3k2-w627 https://ieee-dataport.org/open-access/active-passive-microwave-land-surface-classification-gpm |
id |
ftdatacite:10.21227/r3k2-w627 |
---|---|
record_format |
openpolar |
spelling |
ftdatacite:10.21227/r3k2-w627 2023-05-15T18:18:04+02:00 An Active-Passive Microwave Land Surface Classification from GPM Munchak, Stephen Ringerud, Sarah Brucker, Ludovic You, Yalei de Gelis, Iris Prigent, Catherine 2020 https://dx.doi.org/10.21227/r3k2-w627 https://ieee-dataport.org/open-access/active-passive-microwave-land-surface-classification-gpm unknown IEEE DataPort Creative Commons Attribution https://creativecommons.org/licenses/by/4.0 CC-BY Geoscience and Remote Sensing Dataset dataset Open Access Dataset 2020 ftdatacite https://doi.org/10.21227/r3k2-w627 2021-11-05T12:55:41Z This dataset is compiled from five years of observation from the Global Precipitation Measurement (GPM) core observatory Microwave Imager (GMI) and Dual-Frequency Precipitation Radar (DPR). Retrieved emissivites and surface backscatter cross sections are gridded at quarter-degree, monthly resolution separately for non-snow-covered land, snow-covered land, and sea ice. A Kohonen classification technique was used to cluster surfaces based on these characteristics; the monthly gridded classifications are also available in this dataset, along with the corresponding cluster centers and covariance matrices. These data are meant to supplement the IEEE TGRS publication with the same title and authors. Dataset Sea ice DataCite Metadata Store (German National Library of Science and Technology) |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
topic |
Geoscience and Remote Sensing |
spellingShingle |
Geoscience and Remote Sensing Munchak, Stephen Ringerud, Sarah Brucker, Ludovic You, Yalei de Gelis, Iris Prigent, Catherine An Active-Passive Microwave Land Surface Classification from GPM |
topic_facet |
Geoscience and Remote Sensing |
description |
This dataset is compiled from five years of observation from the Global Precipitation Measurement (GPM) core observatory Microwave Imager (GMI) and Dual-Frequency Precipitation Radar (DPR). Retrieved emissivites and surface backscatter cross sections are gridded at quarter-degree, monthly resolution separately for non-snow-covered land, snow-covered land, and sea ice. A Kohonen classification technique was used to cluster surfaces based on these characteristics; the monthly gridded classifications are also available in this dataset, along with the corresponding cluster centers and covariance matrices. These data are meant to supplement the IEEE TGRS publication with the same title and authors. |
format |
Dataset |
author |
Munchak, Stephen Ringerud, Sarah Brucker, Ludovic You, Yalei de Gelis, Iris Prigent, Catherine |
author_facet |
Munchak, Stephen Ringerud, Sarah Brucker, Ludovic You, Yalei de Gelis, Iris Prigent, Catherine |
author_sort |
Munchak, Stephen |
title |
An Active-Passive Microwave Land Surface Classification from GPM |
title_short |
An Active-Passive Microwave Land Surface Classification from GPM |
title_full |
An Active-Passive Microwave Land Surface Classification from GPM |
title_fullStr |
An Active-Passive Microwave Land Surface Classification from GPM |
title_full_unstemmed |
An Active-Passive Microwave Land Surface Classification from GPM |
title_sort |
active-passive microwave land surface classification from gpm |
publisher |
IEEE DataPort |
publishDate |
2020 |
url |
https://dx.doi.org/10.21227/r3k2-w627 https://ieee-dataport.org/open-access/active-passive-microwave-land-surface-classification-gpm |
genre |
Sea ice |
genre_facet |
Sea ice |
op_rights |
Creative Commons Attribution https://creativecommons.org/licenses/by/4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.21227/r3k2-w627 |
_version_ |
1766194295693377536 |