cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.20383/101.09
title: Hydrometeorological data from Marmot Creek Research Basin, Canadian Rockies

description: Meteorological, snow survey, streamflow, and groundwater data are presented from Marmot Creek Research Basin, Alberta, Canada. The basin is a 9.4 km2, alpine-montane forest headwater catchment of the Saskatchewan River Basin that provides vital water supplies to the Prairie Provinces of Canada. It was heavily instrumented, experimented upon and operated by several federal government agencies between 1962 and 1986, during which time its main and sub-basin streams were gauged, automated meteorological stations at multiple elevations were installed, groundwater observation wells were dug and automated, and frequent manual measurements of snow accumulation and ablation and other weather and water variables were made. Over this period, mature evergreen forests were harvested in two sub-basins, leaving large clear-cuts in one basin and a “honeycomb” of small forest clearings in another basin. Whilst meteorological measurements and sub-basin streamflow discharge weirs in the basin were removed in the late 1980s, the federal government maintained the outlet streamflow discharge measurements and a nearby high elevation meteorological station, and the Alberta provincial government maintained observation wells and a nearby fire weather station. Marmot Creek Research Basin was intensively re-instrumented with 12 automated meteorological stations, four sub-basin hydrometric sites and seven snow survey transects starting in 2004 by the University of Saskatchewan Centre for Hydrology. The observations provide detailed information on meteorology, precipitation, soil moisture, snowpack, streamflow, and groundwater during the historical period from 1962 to 1987 and the modern period from 2005 to the present time. These data are ideal for monitoring climate change, developing hydrological process understanding, evaluating process algorithms and hydrological, cryospheric or atmospheric models, and examining the response of basin hydrological cycling to changes in climate, extreme weather, and land cover through hydrological modelling and statistical analyses. **Please note: This dataset is linked to an ESSD paper at https://doi.org/10.5194/essd-11-455-2019.  The authors kindly request that you reference this paper in addition to the dataset.
DOI: 10.20383/101.023
title: Canadian Meteorological Centre’s Global Deterministic Prediction System Reforecasts (CGRF) / South West Nova Scotia (SWNS) ocean model setup

description: Global atmospheric forcing data for the year 2010. Variables include: hourly wind fields at 10 m height (two components, file names starting with u10 and v10); air temperature at 2m (t2); humidity at 2m (q2); precipitation (precip); snowfall (snow); short-wave radiation (csw); and long-wave radiation (clw). Each tar.bz2 file is a monthly archive of daily netcdf files, one archive file for each variable and month of the year (e.g. "precip_y2010m09.tar.bz2" is the precipitation data for the 9th month of 2010). Setup files for SWNS model using NEMO v3.6 and ARIANE. The setup for NEMO model includes initial and boundary conditions and namelists. These setups are for three scenarios, i.e., Full run, Non-tidal run, and Barotropic run. The setup files for ARIANE include initial particle positions and namelist.
DOI: 10.20383/101.036
title: Derivative data for Web Archives for Longitudinal Knowledge (WALK)

description: These are derivative files generated by the Web Archives for Longitudinal Knowledge (WALK) project, which ran between 2016 and 2018. WALK was an interdisciplinary project spearheaded by scholars at York University, the University of Waterloo, and the University of Alberta. The project's goal was to bring together major Canadian web archive holdings and provide researcher access to search indexes and derivative files, including plain text, network diagrams, and domain frequency information. These will be useful to digital humanists who want to work with text at scale or the hyperlink networks of large parts of the archived Web. Six universities participated: the University of Toronto, University of Alberta, University of Victoria, University of Winnipeg, Dalhousie University, and Simon Fraser University. These files reflect the state of their public web archives in late-2017 to mid-2018. Each xz file contains: derivative files for a given collection, a GraphML file which you can load with Gephi (it will not have any basic layouts or transformations done to it, requiring you to do so manually), a csv file that explains the distribution of domains within the web archive, and a txt file that contains the plain text extracted from HTML documents within the web archive. You can find the crawl date, full URL, and the plain text of each page within the txt file. It may also contain a GEXF file which you can load with Gephi. It will have a basic layout courtesy of our GraphPass program, allowing you to see major nodes and communities in the network. This project has evolved into the Archives Unleashed Project. Information on Archives Unleashed and the WALK project can be found at https://archivesunleashed.org and on our blog at https://news.archivesunleashed.org.
DOI: 10.20383/101.011
title: Bow River at Banff (05BB001) Stage and Discharge Measurements

description: Stage Discharge measurements and metadata for 1091 stage discharge measurements made from 1909 to 1986 were extracted from paper records and combined with the 387 made between 1987 and 2015 that were available in electronic form. Measurements had been recorded in Imperial units from 1909 to 1976; these were extracted and put into electronic form and then converted to metric units.
DOI: 10.20383/101.017
title: Morphometrics of Starch Granules from Sub-Saharan Plants and the Identification of Ancient Starch

description: The assumption that taxonomy can be ascertained by starch granule shape and size has persisted unchallenged since the late nineteenth and early twentieth century biochemistry. More recent work has established that granule morphological affinity is scattered throughout phylogenetic branches, morphotype proportions vary within the genus, granules from closely related genera can differ dramatically in shape, and size variations do not reflect phylogenetic relationships. This situation is confounded by polymorphism at the species and tissue level, resulting in redundancy and multiplicity. This paper classifies morphological features of starch granules from 77 species, 31 families, and 22 orders across three African ecoregions. This is the largest starch reference collection published to date, rendering the dataset uniquely well suited to explore i) the diagnostic power of unique morphometric classifiers and their frequency, ii) morphotypes that cut across taxonomic boundaries, and iii) issues surrounding the minimum counts needed to accurately reflect granule polymorphism, variability, and identification. In a collection of 23,100 granules, taxonomic identification occurred very rarely. In the instances it did, it was at the species level, with no occurrences of a single morphotype or complement identifying all species within a family or genus. Some families cannot be uniquely identified, and morphometric types are shared despite taxonomic distance for three quarters of the taxa. However, this reference collection boasts 98 unique identifiers located in the Arecaceae, Convolvulaceae, Cyperaceae, Dioscoreaceae, Fabaceae, Musaceae, Pedaliaceae, Poaceae, and Zamiaceae. Therefore, the identification of starch granules is possible in some cases only.
DOI: 10.20383/101.021
title: Model data for "Irreversible ocean thermal expansion under carbon dioxide removal"

description: The related study uses a global climate model to explore the extent to which sea level rise due to thermal expansion of the ocean is reversible if the atmospheric concentration of carbon dioxide (CO2) declines. It is found that sea level continues to rise for several decades after atmospheric CO2 starts to decline and does not return to the pre-industrial level for over thousand years after atmospheric CO2 is restored to the pre-industrial concentration. The data presented here is the model output analysed in the study and the model input needed to perform the model simulations.
DOI: 10.5281/zenodo.18746168
title: Dual-UAV Dataset for Detection and Localization of Armed Individuals

description: This dataset supports research on multi-UAV human and weapon detection under varying viewpoints and occlusion conditions.

Data were collected using two Autel Robotics EVO II Dual 640T V2 UAVs, recording synchronized RGB video at 1920×1080 resolution and 60 FPS. The experimental setup consists of a dual-UAV configuration observing a single individual wearing a balaclava and holding either a rifle replica (labeled "real") or a visually similar umbrella (labeled "falso"), allowing the evaluation of false positives and visually ambiguous scenarios.

Experiments were conducted under controlled geometric conditions with the following parameters:

Target distances: 5 m and 10 mUAV altitudes: 2 m and 5 mInter-UAV viewing angles: 45° and 90°

During each recording, the subject rotates in 45° increments, generating diverse viewpoints and controlled self-occlusion scenarios.

Each filename encodes the experimental configuration using the following pattern:

{droneid}{interuav-angle}{gt-distance-to-target}_{drone-height}

Where droneid identifies the UAV capturing the data, interuav-angle represents the viewing angle between the UAVs, gt-distance-to-target is the ground-truth distance from the UAV to the subject, and drone-height indicates the UAV altitude.

Telemetry data and camera information can be extracted from the .MP4 video files via the .SRT subtitle files automatically generated by the UAV system.

For convenience, the dataset also provides a .TXT file containing telemetry and camera parameters for the first frame only. This is sufficient for the experiments since the UAVs remained stationary during data acquisition.

The file samples.rar contains the exact frame-by-frame image collection used in the experiments reported in the paper "A Dual-UAV Data Fusion Pipeline for Detection and Localization of Armed Individuals from Video". Using this file allows direct reproduction of the experiments described in the paper without preprocessing the original .MP4 video files.

The dataset accompanies the open-source implementation available at:https://github.com/stepsbtw/Dual-UAV-Fusion-Detection-Localization

To replicate the results, only the telemetry .txt file and the samples images are required.
DOI: 10.34804/supra.20210928275
title: Binding of inorganic cations by p-sulfonatocalix[4]arene monitored through competitive fluorophore displacement in aqueous solution

description: A new working principle for detecting inorganic cation binding by water-soluble calix[4]arenes involves the displacement of a fluorescent azoalkane as guest. Fluorescence regeneration is observed for various metal ions, and binding of monovalent cations (alkali and ammonium) to p-sulfonatocalix[4]arene is de
DOI: 10.20383/101.026
title: Baker Creek Research Catchment Hydrometeorological and Hydrological Data

description: It is uncommon to collect long term coordinated hydrometeorological and hydrological data in northern circumpolar regions. However, such datasets can be very valuable for engineering design, improving environmental prediction tools or detecting change. This dataset documents hydrometeorological and hydrological conditions in the Baker Creek Research Catchment from 2003 to 2016. Baker Creek drains water from 155 km2 of subarctic Canadian Shield terrain in Canada’s Northwest Territories. Seasonal half hourly hydrometeorological, ground temperature and soil moisture data were collected from representative locations, including exposed Precambrian bedrock ridges, peatlands, open black spruce forest and lakes. Hydrometeorological data includes incoming radiation, rainfall, temperature, humidity, winds, barometric pressure, and turbulent fluxes. Spring maximum snowpack water equivalent, depth and density data are included. Daily streamflow data are available from a series of nested watersheds ranging in size from 9 to 128 km2. These data provide the scientific and engineering communities with an opportunity to advance understanding of geophysical processes and improve infrastructure resiliency in this remote region. **Please note: this dataset is linked to an ESSD paper at https://doi.org/10.5194/essd-10-1753-2018.  The authors kindly request that you reference this paper in addition to the dataset.
DOI: 10.5281/zenodo.18746167
title: Dual-UAV Dataset for Detection and Localization of Armed Individuals

description: This dataset supports research on multi-UAV human and weapon detection under varying viewpoints and occlusion conditions.

Data were collected using two Autel Robotics EVO II Dual 640T V2 UAVs, recording synchronized RGB video at 1920×1080 resolution and 60 FPS. The experimental setup consists of a dual-UAV configuration observing a single individual wearing a balaclava and holding either a rifle replica (labeled "real") or a visually similar umbrella (labeled "falso"), allowing the evaluation of false positives and visually ambiguous scenarios.

Experiments were conducted under controlled geometric conditions with the following parameters:

Target distances: 5 m and 10 mUAV altitudes: 2 m and 5 mInter-UAV viewing angles: 45° and 90°

During each recording, the subject rotates in 45° increments, generating diverse viewpoints and controlled self-occlusion scenarios.

Each filename encodes the experimental configuration using the following pattern:

{droneid}{interuav-angle}{gt-distance-to-target}_{drone-height}

Where droneid identifies the UAV capturing the data, interuav-angle represents the viewing angle between the UAVs, gt-distance-to-target is the ground-truth distance from the UAV to the subject, and drone-height indicates the UAV altitude.

Telemetry data and camera information can be extracted from the .MP4 video files via the .SRT subtitle files automatically generated by the UAV system.

For convenience, the dataset also provides a .TXT file containing telemetry and camera parameters for the first frame only. This is sufficient for the experiments since the UAVs remained stationary during data acquisition.

The file samples.rar contains the exact frame-by-frame image collection used in the experiments reported in the paper "A Dual-UAV Data Fusion Pipeline for Detection and Localization of Armed Individuals from Video". Using this file allows direct reproduction of the experiments described in the paper without preprocessing the original .MP4 video files.

The dataset accompanies the open-source implementation available at:https://github.com/stepsbtw/Dual-UAV-Fusion-Detection-Localization

To replicate the results, only the telemetry .txt file and the samples images are required.
DOI: 10.20383/101.033
title: Expenditures of CARL member libraries for scholarly resource subscriptions licensed through CRKN for 2016 - 2017 / Dépenses des bibliothèques membres de l'ABRC pour les abonnements aux ressources savantes sous licence du RCDR pour l'année 2016 - 2017

description: Dataset and summary table of subscription expenditures of 28 member libraries of the Canadian Association of Research Libraries (CARL) for scholarly resources licensed through the Canadian Research Knowledge Network (CRKN) for the 2016 - 2017 fiscal year. / Ensemble de données et tableau sommaire des dépenses d'abonnement de 28 bibliothèques membres de l'Association des bibliothèques de recherche du Canada (ABRC) pour les ressources savantes sous license du Réseau canadien de documentation pour la recherche (RCDR) pour l'exercice financier 2016 - 2017.
DOI: 10.20383/101.063
title: Mountain Legacy Project: Brazeau Forest Reserve and Jasper National Park - Morrison Parsons Bridgland

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1927 and 1928 surveys of the Brazeau Forest Reserve and Jasper National Park by Morrison Parsons Bridgland, with repeated photographs taken in 2008, 2009, 2011, 2014, and 2016.
DOI: 10.20383/101.064
title: Mountain Legacy Project: Waterton Lakes - Riggal

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from an undated Waterton Lakes survey by Riggal.
DOI: 10.20383/101.056
title: Mountain Legacy Project: 1919 Survey - Arthur Oliver Wheeler

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1919 survey by Arthur Oliver Wheeler.
DOI: 10.20383/101.057
title: Mountain Legacy Project: BC-Yukon Boundary Survey - Arthur St Cyr

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1900 and 1901 boundary survey of British Columbia and the Yukon by Arthur St. Cyr.
DOI: 10.20383/101.058
title: Mountain Legacy Project: Big Bend Columbia River - Norman Elmore McConnell

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the Big Bend Columbia River survey by Norman Elmore McConnell.
DOI: 10.20383/101.059
title: Mountain Legacy Project: Willmore - Michael E. Nidd

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1944 and 1953 Willmore survey by Michael E. Nidd, with repeat photographs taken in 2012, 2014, and 2016.
DOI: 10.20383/101.060
title: Mountain Legacy Project: Bighorn Coal Basin - George Stewart Malloch

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1908 survey of the Bighorn Coal Basin by George Stewart Malloch, with repeated photographs taken in 2012.
DOI: 10.20383/101.061
title: Mountain Legacy Project: Bow River and Clearwater Forest Reserves - Morrison Parsons Bridgland

description: The Mountain Legacy Project compiles historical survey photographs, maps and field notes created between years 1861 to 1953 by surveyors with the Geological Survey of Canada, the Department of the Interior’s Dominion Land Survey and other government departments. Repeated photographs of surveyed historical landscapes have been captured since 1998 onwards, in order to assess environmental change in the Canadian Rocky Mountains over the last century. This dataset compiles archival photographs and other objects from the 1917 survey of the Bow River and Clearwater Forest Reserves by Morrison Parsons Bridgland, with repeated photographs taken in 2008, 2010 and 2012.
DOI: 10.15468/dl.rvu2ut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Pseudomugil reticulatus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004901-260226173443078/datasets/export for details.
DOI: 10.5281/zenodo.18819887
title: Evidencia 2

description: Evidencia 2 derecho internacional
DOI: 10.5281/zenodo.18819886
title: Evidencia 2

description: Evidencia 2 derecho internacional
DOI: 10.15468/dl.nvnrvw
title: Occurrence Download

description: A dataset containing 37205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Crassula helmsii, Lithobates catesbeianus, Misgurnus mohoity, Myriophyllum aquaticum, Procambarus clarkii, Procambarus virginalis, Xenopus laevis, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37205 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004902-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.actjvw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Pseudochromis coccinicauda"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004907-260226173443078/datasets/export for details.