cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr38020.v1
title: Annual Survey of Jails in Indian Country, 2018
title: Version 1

description: The purpose of the Survey of Jails in Indian Country is an enumeration of all known adult and juvenile facilities -- jails, confinement facilities, detention centers, and other correctional facilities operated by tribal authorities or the Bureau of Indian Affairs (BIA), U.S. Department of the Interior. For the purpose of this collection, Indian country includes reservations, pueblos, rancherias, and other Native American and Alaska Native communities throughout the United States. The survey collects data on the number of adults and juveniles held on the last weekday in June 2018, type of offense, average daily population in June, most crowded day in June, admissions and releases in June, number of inmate deaths and suicide attempts from July 1, 2017 through June 30, 2018, rated capacity on June 30, and jail staffing on June 30, 2018.
description: None.
description: Datasets: DS1: Annual Survey of Jails in Indian Country, 2018
description: Adult and juvenile facilities -- jails, confinement facilities, detention centers, and other correctional facilities in Indian country operated by tribal authorities or the Bureau of Indian Affairs (BIA), U.S. Department of the Interior in the United States in 2018. Smallest Geographic Unit: City
description: self-enumerated questionnaire; telephone interview
DOI: 10.5281/zenodo.4521878
title: MRH test dataset

description: Flame Retardants mixture to analyze the performance of MRH algorithm.
DOI: 10.5281/zenodo.4728185
title: North American Lake-River Routing Product v 2.1, derived by BasinMaker GIS Toolbox

description: Thank you for your interest in our lake-river routing product. Please go to this website to download and learn more about the Routing product and BasinMaker. In your publication using the version 2.1 of the routing product, please cite the following paper: BasinMaker: a GIS toolbox for distributed watershed delineation of complex lake and river routing networks. Han, M., H. Shen, B. A. Tolson, J. R. Craig, J. Mai, S. Lin, N. Basu, F. Awol, submitted April 2021 to Environmental Modelling and Software. (But please also check Basin Maker website where you downloaded this for most up to date citation) Note that version 1.0 of this product covered only Canada and used a different DEM and is described in the following paper: Han, M., J. Mai, B. A. Tolson, J. R. Craig, E. Gaborit, H. Liu, K. Lee, Subwatershed-based lake and river routing products for hydrologic and land surface models applied over Canada, Canadian Water Resources Journal, 45(3), doi.org/10.1080/07011784.2020.1772116. The lake-river routing product provides a routing structure (which here refers to both the topology of the stream network and the contributing areas to individual lakes and stream reaches), to correctly represent lakes and be easily customized based on various user requirements. BasinMaker, which is a GIS toolbox to delineate watersheds with lakes, was used to develop this routing product. In this routing product, each lake is represented by a lake catchment. A lake catchment is defined by the following rules:1) The extent of the lake catchment will fully cover the lake; 2) the outlet of the lake catchment is the same as the outlet of the lake; 3) each lake’s inlets are treated as a catchment outlet. In this way, both inflow and outflow of each lake can be explicitly simulated by hydrologic routing models. Support for BasinMaker and the North American routing product development came from multiple sources: Primary graduate student support for BasinMaker contributors was provided by NRCan/Canadian Forest Service G&C Grants #129677 and #129816 and Dr. Tolson's NSERC Discovery Grant. Secondary preliminary graduate student support for BasinMaker first author Ming Han was provided by Canada First Research Excellence Fund provided to the Lake Futures project of the Global Water Futures Project. Some additional secondary support was also provided via the CANARIE research software program, grant #RS3-124 to co-author Juliane Mai.
DOI: 10.5281/zenodo.3667676
title: North American Lake-River Routing Product v 2.1, derived by BasinMaker GIS Toolbox

description: Thank you for your interest in our lake-river routing product. Please go to this website to download and learn more about the Routing product and BasinMaker. In your publication using the version 2.1 of the routing product, please cite the following paper: BasinMaker: a GIS toolbox for distributed watershed delineation of complex lake and river routing networks. Han, M., H. Shen, B. A. Tolson, J. R. Craig, J. Mai, S. Lin, N. Basu, F. Awol, submitted April 2021 to Environmental Modelling and Software. (But please also check Basin Maker website where you downloaded this for most up to date citation) Note that version 1.0 of this product covered only Canada and used a different DEM and is described in the following paper: Han, M., J. Mai, B. A. Tolson, J. R. Craig, E. Gaborit, H. Liu, K. Lee, Subwatershed-based lake and river routing products for hydrologic and land surface models applied over Canada, Canadian Water Resources Journal, 45(3), doi.org/10.1080/07011784.2020.1772116. The lake-river routing product provides a routing structure (which here refers to both the topology of the stream network and the contributing areas to individual lakes and stream reaches), to correctly represent lakes and be easily customized based on various user requirements. BasinMaker, which is a GIS toolbox to delineate watersheds with lakes, was used to develop this routing product. In this routing product, each lake is represented by a lake catchment. A lake catchment is defined by the following rules:1) The extent of the lake catchment will fully cover the lake; 2) the outlet of the lake catchment is the same as the outlet of the lake; 3) each lake’s inlets are treated as a catchment outlet. In this way, both inflow and outflow of each lake can be explicitly simulated by hydrologic routing models. Support for BasinMaker and the North American routing product development came from multiple sources: Primary graduate student support for BasinMaker contributors was provided by NRCan/Canadian Forest Service G&C Grants #129677 and #129816 and Dr. Tolson's NSERC Discovery Grant. Secondary preliminary graduate student support for BasinMaker first author Ming Han was provided by Canada First Research Excellence Fund provided to the Lake Futures project of the Global Water Futures Project. Some additional secondary support was also provided via the CANARIE research software program, grant #RS3-124 to co-author Juliane Mai.
DOI: 10.5281/zenodo.4728234
title: Assessing the Impact of Code Samples Evolution on Developers' Doubts

description: Scripts to run all features from the article and the results of each step.
DOI: 10.15131/shef.data.3124108.v1
title: FE-based Femoral strength of 100 osteoporotic women

description: Complete results set of the study reported in "Patient-Specific Finite Element Estimated Femur Strength as a Predictor of the Risk of Hip Fracture: The Effect of Methodological Determinants" by Muhammad Qasim, Giovanna Farinella, Ju Zhang, Xinshan Li, Lang Yang, Richard Eastell, and Marco Viceconti, Osteoporosis International, 2016. <br>DOI: 10.1007/s00198-016-3597-4. <br>Open access full text: http://link.springer.com/article/10.1007/s00198-016-3597-4 <br><br>
DOI: 10.5281/zenodo.4728249
title: Assessing the Impact of Code Samples Evolution on Developers' Doubts

description: Scripts to run all features from the article and the results of each step.
DOI: 10.5281/zenodo.4728253
title: Time series measurements of nifH gene abundances for several cyanobacteria in the subtropical North Pacific Ocean

description: Time series measurements of nitrogenase (nifH) gene abundances at Station ALOHA in the subtropical North Pacific Ocean. Seawater for subsequent DNA extractions was subsampled from CTD rosette bottles into 4L polycarbonate bottles. At sea, samples were filtered onto 0.2 µm filters and filters were stored frozen until processing. Genomic DNA was extracted using either the Qiagen Plant Kit (2006-2016) or MasterPure Complete DNA and RNA Purification Kit (Lucigen; 2016-2017) and quantitfied with a Qubit v4 flourometer and a High-Sensitivity DNA Kit (ThermoFisher Scientific). Analyses of nifH gene abundances were determined by quantitative PCR using TaqMan probes and primers (as described in Church et al. 2009), relative to standard curves consisting of ten-fold dilutions of plasmids containing the appropriate nifH gene fragment. Abundances converted to concentrations (genes per liter of seawater) based on sample volumes filtered.
description: {"references": ["Church, M. J., C. Mahaffey, R. M. Letelier, R. Lukas, J. P. Zehr, and D. M. Karl. 2009. Physical forcing of nitrogen fixation and diazotroph community structure in the North Pacific Subtropical Gyre. Glob. Biogeochem. Cycles 23: GB2020. doi:10.1029/2008GB003418", "Church, M. J.,\u00a0B. D. Jenkins,\u00a0D. M. Karl, and\u00a0J. P. Zehr\u00a0(2005),\u00a0\u00a0Vertical distributions of nitrogen\u2010fixing phylotypes at Station ALOHA in the oligotrophic North Pacific Ocean,\u00a0Aquat. Microb. Ecol.,\u00a0\u00a038,\u00a03\u2013\u00a014, doi:10.3354/ame038003"]}
DOI: 10.5281/zenodo.3718446
title: Time series measurements of nifH gene abundances for several cyanobacteria in the subtropical North Pacific Ocean

description: Time series measurements of nitrogenase (nifH) gene abundances at Station ALOHA in the subtropical North Pacific Ocean. Seawater for subsequent DNA extractions was subsampled from CTD rosette bottles into 4L polycarbonate bottles. At sea, samples were filtered onto 0.2 µm filters and filters were stored frozen until processing. Genomic DNA was extracted using either the Qiagen Plant Kit (2006-2016) or MasterPure Complete DNA and RNA Purification Kit (Lucigen; 2016-2017) and quantitfied with a Qubit v4 flourometer and a High-Sensitivity DNA Kit (ThermoFisher Scientific). Analyses of nifH gene abundances were determined by quantitative PCR using TaqMan probes and primers (as described in Church et al. 2009), relative to standard curves consisting of ten-fold dilutions of plasmids containing the appropriate nifH gene fragment. Abundances converted to concentrations (genes per liter of seawater) based on sample volumes filtered.
description: {"references": ["Church, M. J., C. Mahaffey, R. M. Letelier, R. Lukas, J. P. Zehr, and D. M. Karl. 2009. Physical forcing of nitrogen fixation and diazotroph community structure in the North Pacific Subtropical Gyre. Glob. Biogeochem. Cycles 23: GB2020. doi:10.1029/2008GB003418", "Church, M. J.,\u00a0B. D. Jenkins,\u00a0D. M. Karl, and\u00a0J. P. Zehr\u00a0(2005),\u00a0\u00a0Vertical distributions of nitrogen\u2010fixing phylotypes at Station ALOHA in the oligotrophic North Pacific Ocean,\u00a0Aquat. Microb. Ecol.,\u00a0\u00a038,\u00a03\u2013\u00a014, doi:10.3354/ame038003"]}
DOI: 10.5281/zenodo.4728380
title: PERFORM Dataset; one control subject

description: Functional Magnetic Resonance Imaging (fMRI), electroencephalography (EEG), sleep and nutrition assessments were performed on one male control subject. This registered access dataset is currently accessible on request only.
DOI: 10.48577/o56dlx
title: test

description: test
DOI: 10.6084/m9.figshare.14512860.v1
title: An investigation of the causal relationship between sunspot groups and coronal mass ejections by determining source active regions

description: Datasets for the paper(SHARP-DONKI-CDAW)<br>Datasets used for devoloping the Decision Tree, kNN, Random Forest, SVM and LSTM networksFile contains 2-hour, 4-hour, 6-hour, 8-hour, 10-hour and 12-hour datsets.
DOI: 10.6084/m9.figshare.14512860.v2
title: An investigation of the causal relationship between sunspot groups and coronal mass ejections by determining source active regions

description: Datasets for the paper(SHARP-DONKI-CDAW)<br>Datasets used for devoloping the Decision Tree, kNN, Random Forest, SVM and LSTM networksFile contains 2-hour, 4-hour, 6-hour, 8-hour, 10-hour and 12-hour datsets.
DOI: 10.6084/m9.figshare.7840814
title: MATLAB code and data files to accompany "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"

description: MATLAB code and data files to accompany revised version of "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"
DOI: 10.6084/m9.figshare.7840814.v2
title: MATLAB code and data files to accompany "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"

description: MATLAB code and data files to accompany revised version of "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"
DOI: 10.6084/m9.figshare.7840814.v1
title: MATLAB code and data files to accompany revised version of "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"

description: MATLAB code and data files to accompany revised version of "How conspicuous are peacock eyespot and other colorful feathers in the eyes of mammalian predators?"
DOI: 10.7910/dvn/lj0xxb
title: Population Estimates for Districts and Parliamentary Constituencies in India, 2020

description: This dataset presents the estimated population for 736 districts and 543 parliamentary constituencies (PCs) in India in 2020. Population estimates were calculated by summing the population count across 100m × 100m pixels over the shapefile boundaries using the WorldPop raster data (https://www.worldpop.org/geodata/summary?id=6527). Both PC and District shapefiles were downloaded from the Community Created Maps of India (CCMA) project published by Data {Meet}. The district shapefile was edited in alignment with the latest district boundary of 2020. Districts of Mumbai and Mumbai Suburban were both reported under Mumbai
DOI: 10.5281/zenodo.4723710
title: Supporting data for manuscript "A low-cost post-processing technique improves weather forecasts around the world" (2021) by T. D. Hewson and F. M. Pillosu

description: Data relating to manuscript: "A low-cost post-processing technique improves weather forecasts around the world" by T. D. Hewson and F. M. Pillosu, prepared for Communications Earth and Environment (2021). DOI is cited in the paper's data availability statement. List below references the manuscript's content (e.g. Figure numbers). Repository Contents: VerificationFigure.tar (ref: Fig. 2) ROC curve data points and ROC area calculation Additional Verification Scores (e.g. different domains) CreteCaseFeb2019.tar (ref: Fig. 3) Grib files for ECMWF raw ensemble rainfall<sup>1</sup> forecasts, rainfall values, 12-hour accumulations, valid time 12-24UTC 25 Feb 2019 (RawEnsTP_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Grib files for ecPoint-Rainfall<sup>1</sup> forecasts, percentiles, 12-hour accumulations, valid time 12-24UTC 25 Feb 2019 (Pt_BC_PERC_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Crete rainfall observations, 24-hour accumulations, 00-24UTC, for Feb 2019, obtained from Hellenic National Met Service web site (ASCII)* Quality controlled composited version of *, for 25 Feb 2019 (Excel) NorwayCaseJan2018.tar (Fig. 4) Grib file for ECMWF raw ensemble rainfall<sup>1</sup> forecasts, rainfall values, 12-hour accumulations, valid time 06-18UTC 25 Jan 2018 (RawEnsTP_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Grib file for ecPoint-Rainfall<sup>1</sup> forecasts, percentiles, 12-hour accumulations, valid time 06-18UTC 25 Jan 2018 (Pt_BC_PERC_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Norway station location list from Norwegian Met Service (ASCII) 12h rainfall observations for 24th - 28th Jan 2018 from Norwegian Met Service (ASCII) Plot of radar-derived totals and rainfall observations for southwest Norway, for 06-18UTC 25 Jan 2018 (png) USACaseJul2020.tar (Fig. 7) "Gridbox weather types" diagnosed from ECMWF ensemble forecasts from 30th July 2020, valid for 12-24 UTC 30th July 2020 (WT_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) <sup>1</sup> "Rainfall" means total precipitation (all phases).
DOI: 10.5517/ccdc.csd.cc26q84c
title: CCDC 2047182: Experimental Crystal Structure Determination

description: Related Article:  Simona Nica, Axel Buchholz, Helmar Görls, Winfried Plass|2021|Z.Anorg.Allg.Chem.|647|937|doi:10.1002/zaac.202000440
DOI: 10.5517/ccdc.csd.cc26vlrf
title: CCDC 2051355: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlsg
title: CCDC 2051356: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlth
title: CCDC 2051357: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlvj
title: CCDC 2051358: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlwk
title: CCDC 2051359: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlxl
title: CCDC 2051360: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc26vlym
title: CCDC 2051361: Experimental Crystal Structure Determination

description: Related Article: Xiaodan Chen, Chenyang Hu, Xu Zhang, Shihua Liu, Yanbo Mei, Guping Hu, Liu Leo Liu, Zhongshu Li, Cheng-Yong Su|2021|Inorg.Chem.|60|5771|doi:10.1021/acs.inorgchem.1c00064
DOI: 10.5517/ccdc.csd.cc270g2t
title: CCDC 2056015: Experimental Crystal Structure Determination

description: Related Article: Shinnosuke Horiuchi, Sangjoon Moon, Akitaka Ito, Jacopo Tessarolo, Eri Sakuda, Yasuhiro Arikawa, Guido H. Clever, Keisuke Umakoshi|2021|Angew.Chem.,Int.Ed.|60|10654|doi:10.1002/anie.202101460
DOI: 10.5517/ccdc.csd.cc270g5x
title: CCDC 2056018: Experimental Crystal Structure Determination

description: Related Article: Shinnosuke Horiuchi, Sangjoon Moon, Akitaka Ito, Jacopo Tessarolo, Eri Sakuda, Yasuhiro Arikawa, Guido H. Clever, Keisuke Umakoshi|2021|Angew.Chem.,Int.Ed.|60|10654|doi:10.1002/anie.202101460
DOI: 10.5066/p9b0a3im
title: Wildlife Health Information Sharing Partnership-event reporting system (WHISPers)

description: WHISPers stands for Wildlife Health Information Sharing Partnership - event reporting system. It is a web-based repository for sharing basic information about historic and ongoing wildlife mortality (death) and morbidity (illness) events. The system possesses a searchable archive of wildlife mortality and morbidity event data that is available to the public. The information is opportunistically collected and does not reflect all the mortality events that occur in North America.
DOI: 10.5281/zenodo.4728756
title: ikala estimated notes - pyin

description: Estimated notes for a subset of the ikala vocal dataset [1], created using the pyin vamp plugin [2]. [1] T.-S. Chan, T.-C. Yeh, Z.-C. Fan, H.-W. Chen, L. Su, Y.-H. Yang, and R. Jang,<br> “<strong>Vocal activity informed singing voice separation with the iKala dataset,</strong>”<br> in Proc. IEEE Int. Conf. Acoust., Speech and Signal Process., 2015, pp. 718-722.<br> doi: 10.1109/ICASSP.2015.7178063 [2] Mauch, Matthias, and Simon Dixon. "<strong>pYIN: A fundamental frequency estimator using probabilistic threshold distributions</strong>." <em>2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</em>. IEEE, 2014.
DOI: 10.5281/zenodo.4728755
title: ikala estimated notes - pyin

description: Estimated notes for a subset of the ikala vocal dataset [1], created using the pyin vamp plugin [2]. [1] T.-S. Chan, T.-C. Yeh, Z.-C. Fan, H.-W. Chen, L. Su, Y.-H. Yang, and R. Jang,<br> “<strong>Vocal activity informed singing voice separation with the iKala dataset,</strong>”<br> in Proc. IEEE Int. Conf. Acoust., Speech and Signal Process., 2015, pp. 718-722.<br> doi: 10.1109/ICASSP.2015.7178063 [2] Mauch, Matthias, and Simon Dixon. "<strong>pYIN: A fundamental frequency estimator using probabilistic threshold distributions</strong>." <em>2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</em>. IEEE, 2014.
DOI: 10.5281/zenodo.4728793
title: MedleyDB Pitch Tracking Subset estimated notes - pyin

description: Estimated notes for a subset of the MedleyDB dataset (pitch tracking subset) [1], created using the pyin vamp plugin [2]. [1] Bittner, Rachel M., et al. "<strong>Medleydb: A multitrack dataset for annotation-intensive mir research</strong>." <em>ISMIR</em>. Vol. 14. 2014. [2] Mauch, Matthias, and Simon Dixon. "<strong>pYIN: A fundamental frequency estimator using probabilistic threshold distributions</strong>." <em>2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</em>. IEEE, 2014.
DOI: 10.5281/zenodo.4728765
title: Supporting data for manuscript "A low-cost post-processing technique improves weather forecasts around the world" (2021) by T. D. Hewson and F. M. Pillosu

description: Data relating to manuscript: "A low-cost post-processing technique improves weather forecasts around the world" by T. D. Hewson and F. M. Pillosu, prepared for Communications Earth and Environment (2021). DOI is cited in the paper's data availability statement. List below references the manuscript's content (e.g. Figure numbers). Repository Contents: SouthWalesCaseMay2020.tar (ref: Fig 1c) Image showing sequence of 12h rainfall<sup>1</sup> forecasts for 06-18UTC 9th May 2020 (see annotation on Figure) VerificationFigure.tar (ref: Fig. 2) ROC curve data points and ROC area calculation Additional Verification Scores (e.g. different domains) CreteCaseFeb2019.tar (ref: Fig. 3) Grib files for ECMWF raw ensemble rainfall<sup>1</sup> forecasts, rainfall values, 12-hour accumulations, valid time 12-24UTC 25 Feb 2019 (RawEnsTP_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Grib files for ecPoint-Rainfall<sup>1</sup> forecasts, percentiles, 12-hour accumulations, valid time 12-24UTC 25 Feb 2019 (Pt_BC_PERC_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Crete rainfall observations, 24-hour accumulations, 00-24UTC, for Feb 2019, obtained from Hellenic National Met Service web site (ASCII)* Quality controlled composited version of *, for 25 Feb 2019 (Excel) NorwayCaseJan2018.tar (Fig. 4) Grib file for ECMWF raw ensemble rainfall<sup>1</sup> forecasts, rainfall values, 12-hour accumulations, valid time 06-18UTC 25 Jan 2018 (RawEnsTP_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Grib file for ecPoint-Rainfall<sup>1</sup> forecasts, percentiles, 12-hour accumulations, valid time 06-18UTC 25 Jan 2018 (Pt_BC_PERC_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) Norway station location list from Norwegian Met Service (ASCII) 12h rainfall observations for 24th - 28th Jan 2018 from Norwegian Met Service (ASCII) Plot of radar-derived totals and rainfall observations for southwest Norway, for 06-18UTC 25 Jan 2018 (png) USACaseJul2020.tar (Fig. 7) "Gridbox weather types" diagnosed from ECMWF ensemble forecasts from 30th July 2020, valid for 12-24 UTC 30th July 2020 (WT_[Acc]_[BaseDate]_[BaseTime]_[EndStep].grib) <sup>1</sup> "Rainfall" means total precipitation (all phases).