cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18739/a2445hd08
title: Kite Aerial Photography ARCSS grid Toolik Lake, Alaska 2011

description: Aerial photographs of the Arctic System Science (ARCSS) grid (1km^2 study area) at Toolik Field Station, Alaska were taken using a camera rig and high altitude kite system. The kite was flown once on July 27th during the summer of 2011 at about 500-550 meters off the ground. Winds at about 5 mph on the ground with slight cloud cover at about 20%. Due to low winds two kites were used in order to carry more weight. The entire grid was not covered due to weather and equipment complications.
DOI: 10.15468/dl.5r9ckh
title: Occurrence Download

description: A dataset containing 4900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16 36,13 36,13 62.3,-16 62.3,-16 36))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cetorhinus maximus (Gunnerus, 1765)",
 "Year 2003-2021"
 ]
}

 The dataset includes 4900 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027761-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a20c4sk6h
title: Spectral Reflectance Measurements NIMS grid Barrow, Alaska 2010

description: Spectral measurements were taken at each meter of the Networked Info-mechanical Systems (NIMS) grid in Barrow, Alaska during the summer of 2010. The NIMS grid is situated about 200 meters to the north east side of the International Tundra Experiment (ITEX) dry sites. Measurements were taken from the edge of each white board located at each meter aimed at the plots. The instrumentation used was a Unispec dual channel (DC) spectrometer with fiber optics as sensors. A manfrotto tri-pod with an arm attachment was used to hold the fibers and sensors in place while taking the spectral measurements. The arm had 2 bubble levels to assist in keeping the sensors as level as possible. The calculated foot print cover is about 50-60 cm using a tripod height of 1.62 meters. The sensor angle for each scan is 20 degrees.
DOI: 10.18739/a2vm42z01
title: Active Layer ARCSS grid Barrow, Alaska 2010

description: Active Layer measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Barrow, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from D2-D7 and H2-H7. The University of Texas at El Paso's Systems Ecology Lab (SEL) lab's long depth probe was used (orange tape on the handle). Data have been corrected by subtracting 3 cm from measurements made in the field to account for the missing tip of the probe.
DOI: 10.18739/a2qv3c456
title: Soil Temperature ARCSS grid Atqasuk, Alaska 2010

description: Soil temperature measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) grid in Atqasuk, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The System Ecology Lab (SEL) at the University of Texas El Paso Taylor Temperature Probe was used to take measurements at about a 10 cm depth at each plot.
DOI: 10.18739/a2m32nb1c
title: Soil Moisture NIMS grid Atqasuk, Alaska 2011

description: Soil Moisture measurements were taken at each Networked Info-mechanical Systems (NIMS) grid plot. We used the Systems Ecology Lab (SEL) labels purple TDR 300 soil moisture probe for the measurements which were taken between the matted trail and each white board at every meter throughout the 2011 summer in Atqasuk, Alaska.
DOI: 10.25345/c5cn6zb38
title: MassIVE MSV000096497 - Systematic identification of allosteric effectors in Escherichia coli metabolism
title: We developed a mass spectrometry-based screening method for higher throughput in vitro enzyme assays and quantified the effects of 79 metabolites on the activity of 20 central Escherichia coli enzymes.
DOI: 10.15468/dl.c7crxe
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ledermanniella pollardiana Cheek & Ameka"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027762-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2gf0mx11
title: Spectral Reflectance Measurements NIMS grid Barrow, Alaska 2011

description: Spectral reflectance measurements were taken at each meter of the Networked Info-mechanical System (NIMS) grid in Barrow, Alaska during the summer of 2011. The NIMS grid is situated about 200 meters to the north east side of the International Tundra Experiment (ITEX) dry sites. Measurements were taken from the edge of each white board located at each meter aimed at the plots. The instrumentation used was a Unispec dual channel (DC) spectrometer with fiber optics as sensors. A manfrotto tri-pod with an arm attachment was used to hold the fibers and sensors in place while taking the spectral measurements. The arm had 2 bubble levels to assist in keeping the sensors as level as possible. The calculated foot print cover is about 50-60 cm using a tri-pod height of 1.62 meters. The sensor angle for each scan is 20 degrees.
DOI: 10.18739/a2bn9x38m
title: Spectral Reflectance Measurements ARCSS grid Barrow, Alaska 2011

description: Spectral measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) grid in Barrow, Alaska during the summer of 2011. Spectral measurements were taken from the north eastern most corner of each plot. The subset is located from D2-D7 &amp; H2-H7 within the 1 km^2 ARCSS grid. The instrumentation used was a Unispec dual channel (DC) spectometer with fiber optics as sensors. A manfrotto tripod with an arm attachment was used to hold the fibers and sensors in place while taking the spectral measurements. The arm had 2 bubble levels to assist in keeping the sensors as level as possible. The calculated foot print cover is about 50-60 cm using a tripod height of 1.62 meters. The sensor angle for each scan was 20 degrees. Extra reference scans were taken on a 100% reflective white board surface. Some plots contain crosshairs that are used for point framing purposes and might have an effect on the reflectivity of each scan. Therefore, an extra scan was taken adjacent to each plot on the west side.
DOI: 10.18739/a26w9694v
title: Soil Moisture ARCSS grid Barrow, Alaska 2010

description: Soil Moisture measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Barrow, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from D2-D7 and H2-H7. The Systems Ecology Lab (SEL) Fieldscout TDR 300 Soil Moisture Probe was used to taken all measurements.
DOI: 10.18739/a2348gh01
title: Snow Melt Transect ARCSS grid Barrow, Alaska 2010

description: A 200 meter snow melt transect was chosen within the Arctic System Science (ARCSS) grid in Barrow, Alaska. ARCSS grid coordinates are labelled A thru K and 1 thru 11 for each N-S and E-W row of markers respectively. Transect begins 2 meters west of ARCSS grid point D09 and extends south ending 2 meters west of ARCSS grid point F09. Depth measurements were taken at every 2 meters along the transect on the east side of the transect to avoid any disturbances. The Systems Ecology Lab (SEL) long depth probe was used (orange tape on the handle). Data have been corrected by subtracting 3cm from measurements made in the field to account for the missing tip of the probe. Location of the snow melt transect was chosen using ArcGis tools.
DOI: 10.18739/a2zc7rv4j
title: LiDAR (DEM) Barrow Experimental (BE) grid Barrow, Alaska 2011

description: At the end of the summer 2011 we took LiDAR measurements to depict Digital Elevation Models (DEMs) of the tundra vegetation within a 20x50 meter grid in Barrow, Alaska. This study site was chosen because of its obvious and interesting thermokarst characteristics. The LiDAR equipment was placed in six different positions around the grid targeting the area of interest. The data is separated into those six distinct positions. The data provided is a series of XYZ text files.
DOI: 10.15468/dl.rmjuz3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manis pentadactyla Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027764-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2tm72193
title: Soil Temperature NIMS grid Atqasuk, Alaska 2012

description: Soil Temperature measurements were taken at each Networked Info-mechanical Systems (NIMS) grid plot. The System Ecology Lab (SEL) Taylor Temperature Probe was used to take measurements between the matted trail and each white board at every meter at about a 10 cm depth throughout the 2012 summer in Atqasuk , Alaska.
DOI: 10.18739/a2pv6b75z
title: Soil Moisture ARCSS grid Atqasuk, Alaska 2011

description: Soil Moisture measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Atqasuk, Alaska during the 2011 summer field season. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The University of Texas at El Paso Systems Ecology Lab (SEL)'s Fieldscout TDR 300 Soil Moisture Probe was used to take all measurements.
DOI: 10.15468/dl.khzpnx
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)"
 ]
 }
 },
 "TaxonKey is one of (Nemosenecio concinnus (Franch.) C.Jeffrey & Y.L.Chen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027763-241107131044228/datasets/export for details.
DOI: 10.18739/a2k649t4f
title: Barrow NIMS plot photographs 2010

description: Photographs of every plot within the Networked Info-mechanical Systems (NIMS) grid in Barrow, Alaska were taken once on July 12th for summer 2010. These clearly depict what vegetation type is present at every meter throughout the NIMS grid.
DOI: 10.18739/a2ff3m116
title: Spectral Reflectance Measurements NIMS grid Atqasuk, Alaska 2010

description: Spectral measurements were taken at each meter of the Networked Info-mechanical system (NIMS) grid in Atqasuk, Alaska during the summer of 2010. The NIMS grid is situated about 50 meters to the south of the International Tundra Experiment (ITEX) dry sites. Measurements were taken from the edge of each white board located at each meter aimed at the plots. The instrumentation used was a Unispec dual channel (DC) spectrometer with fiber optics as sensors. A manfrotto tri-pod with an arm attachment was used to hold the fibers and sensors in place while taking the spectral measurements. The arm had 2 bubble levels to assist in keeping the sensors as level as possible. The calculated foot print cover is about 50-60 cm using a tri-pod height of 1.62 meters. The sensor angle for each scan is 20 degrees.
DOI: 10.18739/a29p2w67f
title: Barrow NIMS grid LiDAR photographs 2011

description: At the end of the summer 2011 we took LiDAR measurements to depict Digital Elevation Models (DEMs) of the tundra vegetation within the Networked Info-mechanical Systems (NIMS) site in Barrow, Alaska. A set of photographs was taken at the time of the data collection. This includes a set of panoramic pictures taken by the researcher and a set taken by the LiDAR device itself. The LiDAR equipment was placed in six different positions around the NIMS grid targeting the actual grid.
DOI: 10.18739/a25x25d3p
title: Kite Aerial Photography NIMS grid Imnaviat Creek, Alaska 2011

description: Aerial photographs of the Networked Info-mechanical Systems (NIMS) grid at Imnaviat Creek near Toolik Field Station, Alaska were taken using a camera rig and kite system. The kite was flown once on July 23rd during the summer of 2011 at about 100-200 meters off the ground. Westerly winds at about 7 mph on the ground with scattered rain showers. Due to low winds two kites were used in order to carry more weight.
DOI: 10.18739/a2251fk8r
title: Water Table Depth (WTD) NIMS grid Atqasuk, Alaska 2011

description: Water table depth (WTD) measurements were taken along the Networked Info-mechanical Systems (NIMS) grid in Atqasuk, Alaska during the summer of 2011. The NIMS grid is situated about 50 meters to the south of the The International Tundra Experiment (ITEX) dry site. If a uniform representation of the water table within each plot was visible, then a WTD tube was placed there to measure the change in water table throughout the season. For instance if the plot was half saturated and half dry, then that plot was skipped and no tube was placed there. The exact location of WTD tubes are as follows: Between meters 0-1, 3-4, 5-6, 7-8, 9-10, 11-12, 13-14, 15-16, 17-18, 19-20, 21-22, 23-24, 25-26, 32-33, 34-35, 36-37, 38-39, 40-41, 42-43, 44-45, 46-47 &amp; 48-49. A total of 22 WTD tubes were installed into the NIMS grid in Atqasuk. Measurements were made every few days during the summer snow free period between mid June and mid August. WTD was calculated as the difference between the depth (cm) of the water table above or below the measuring tube (- Values = water above tube, + Values= water level below the height of the tube) and the height of the top of the measuring tube above the ground level. Measurements were not made (NA in data sheet) if there was persistent snow cover, interference or disturbance from other experimental infrastructure, or if water table depth tubes were dry to the upper surface of the permafrost.
DOI: 10.18739/a2xd0qz2w
title: Atqasuk NIMS grid LiDAR photographs 2012

description: At the end of the summer 2012 we took light detection and ranging (LiDAR) measurements to depict Digital Elevation Models (DEMs) of the tundra vegetation within the Networked Info-mechanical System (NIMS) site in Atqasuk, Alaska. A set of photographs was taken at the time of the data collection. This includes a set of panoramic pictures taken by the researcher and a set taken by the LiDAR device itself. The LiDAR equipment was placed in six different positions around the NIMS grid targeting the actual grid.
DOI: 10.17632/k6yzcks7g4.1
title: Parametric 20000

description: Parametric 20000 is a multi-modal CAD shapes dataset, which consist of about 20000 instance, each instance include point cloud, mesh, and B-Rep file.
DOI: 10.18739/a2sn0149d
title: Kite Aerial Photography NIMS grid Atqasuk, Alaska 2012

description: Aerial photographs of the Networked Info-Mechanical System (NIMS) grid in Atqasuk, Alaska were taken using a rig and kite system. As part of the NIMS grid, white boards were nailed into the tundra to act as Ground Control Points (GCPs). The purpose of these boards was to facilitate the visibility of the grid from the aerial photographs, as well as to facilitate georeferencing using ArcMap Geographic Information System (GIS). Most of the pictures taken are high resolution although only a few are lacking good quality. The photographs are arranged according to flight date. The kite was flown about 2 times a week throughout June, July and August of summer 2012.
DOI: 10.17632/pmkb8jfz73.1
title: Liquidity risk & Profitability: cases of commercial banks in Vietnam

description: Balanced panel data within 26 Commercial banks in Vietnam. Data variables are described in the file
DOI: 10.18739/a2nz80q81
title: Soil Temperature ARCSS grid Atqasuk, Alaska 2011

description: Soil Temperature measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) grid in Atqasuk, Alaska during the 2011 summer field season. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The Systems Ecology Lab's (SEL) Taylor Temperature Probe was used to take measurements at about a 10 cm depth at each plot.
DOI: 10.18739/a2j678x5p
title: Soil Moisture ARCSS grid Barrow, Alaska 2011

description: Soil Moisture measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Barrow, Alaska in summer 2011. Each measurement was taken outside the north eastern most corner of each plot. The chosen subset was located from D2-D7 and H2-H7. The Systems Ecology Lab at the University of Texas El Paso Fieldscout TDR 300 Soil Moisture Probe was used to take all measurements.
DOI: 10.18739/a2df6k41z
title: Soil Moisture ARCSS grid Atqasuk, Alaska 2013

description: Soil Moisture measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Atqasuk, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The SEL lab's Fieldscout TDR 300 Soil Moisture Probe was used to take all measurements.
DOI: 10.18739/a28p5v976
title: Soil Temperature ARCSS grid Atqasuk, Alaska 2013

description: Soil Temperature measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) grid in Atqasuk, Alaska during the 2013 summer field season. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from E2-E6 and J2-J6. The SEL Lab's Taylor Temperature Probe was used to take measurements at about a 10 cm depth at each plot.
DOI: 10.18739/a24x54h3f
title: Active Layer ARCSS grid Barrow, Alaska 2011

description: Active Layer measurements were taken on a 30 plot subset within the Arctic System Science (ARCSS) Grid in Barrow, Alaska. Each measurement was taken on the north eastern most corner of each plot. The chosen subset was located from D2-D7 and H2-H7. The System Ecology Laboratory (SEL) Circum-polar Active Layer Monitoring (CALM) depth probe was used. Depth was measured on the probe as the distance from the frozen active layer to the top of the surface of the vegetation. If water was present, then it was measured to the top of the biomass.
DOI: 10.18739/a2154dp8h
title: Atqasuk NIMS plot photographs 2011

description: Photographs of every plot within the Networked Info-mechanical Systems (NIMS) grid in Atqasuk, Alaska were taken once on August 8th for summer 2011. Photographs were taken directly above each plot using a push-cart system mounted onto the NIMS cables. Two identical point and shoot digital cameras were triggered simultaneously in order to capture the entire plot. These clearly depict what vegetation type is present at every meter throughout the NIMS grid.
DOI: 10.18739/a2wd3q241
title: Atqasuk NIMS plot photographs 2010

description: Photographs of every plot within the Networked Info-mechanical Systems (NIMS) grid in Atqasuk, Alaska were taken once on July 17th for summer 2010. These clearly depict what vegetation type is present at every meter throughout the NIMS grid.
DOI: 10.5281/zenodo.14046523
title: GORA-PT: Gradient-based Optimization of Resource Allocation of progeny in breeding schemes with PyTorch

description: This directory is a public directory to share the scripts, simulated datasets, and results for the paper "Differentiable breeding: Automatic differentiation enables efficient gradient-based optimization of breeding strategies". In the "BSP" folder, we shared the core codes for the differentiable breeding schemes implemented by the automatic differentiation function of PyTorch. In the "scripts" folder, we shared the codes to perform gradient-based and black-box-based optimizations. In the "midstream.zip", we shared the datasets simulated by R and all the results, including the optimized results by PyTorch.
DOI: 10.18739/a2rr1pn2q
title: Soil Temperature NIMS grid Atqasuk, Alaska 2010

description: Soil Temperature measurements were taken at each Networked Info-mechanical Systems (NIMS) grid plot. The System Ecology Lab (SEL) Taylor Temperature Probe was used to take measurements between the matted trail and each white board at every meter at about a 10 cm depth throughout the 2010 summer in Atqasuk , Alaska.
DOI: 10.5281/zenodo.14046522
title: GORA-PT: Gradient-based Optimization of Resource Allocation of progeny in breeding schemes with PyTorch

description: This directory is a public directory to share the scripts, simulated datasets, and results for the paper "Differentiable breeding: Automatic differentiation enables efficient gradient-based optimization of breeding strategies". In the "BSP" folder, we shared the core codes for the differentiable breeding schemes implemented by the automatic differentiation function of PyTorch. In the "scripts" folder, we shared the codes to perform gradient-based and black-box-based optimizations. In the "midstream" folder, we shared the datasets simulated by R and all the results, including the optimized results by PyTorch.
DOI: 10.5281/zenodo.14202030
title: GORA-PT: Gradient-based Optimization of Resource Allocation of progeny in breeding schemes with PyTorch

description: This directory is a public directory to share the scripts, simulated datasets, and results for the paper "Differentiable breeding: Automatic differentiation enables efficient gradient-based optimization of breeding strategies". In the "BSP" folder, we shared the core codes for the differentiable breeding schemes implemented by the automatic differentiation function of PyTorch. In the "scripts" folder, we shared the codes to perform gradient-based and black-box-based optimizations. In the "midstream" folder, we shared the datasets simulated by R and all the results, including the optimized results by PyTorch.
DOI: 10.18739/a2n00zt9r
title: Atqasuk NIMS plot photographs 2013

description: Photographs of every plot within the Networked Info-mechanical Systems (NIMS) grid in Atqasuk, Alaska were taken on three different dates throughout the summer of 2013. Photographs were taken directly above each plot using a push-cart system mounted onto the NIMS cables. Two identical point and shoot digital cameras were triggered simultaneously in order to capture the entire plot. These clearly depict what vegetation type is present at every meter throughout the NIMS grid.
DOI: 10.18739/a2h70815d
title: Kite Aerial Photography NIMS grid Imnavait Creek, Alaska 2013

description: Aerial photographs of the Networked Info-mechanical Systems (NIMS) grid at Imnaviat Creek near Toolik Field Station, Alaska were taken using a camera rig and kite system. The kite was flown once on July 22nd during the summer of 2013 at 70 meters off the ground. Southerly winds at about 7 mph on the ground with scattered rain showers.
DOI: 10.18739/a2cf9j71q
title: Soil Moisture NIMS grid Atqasuk, Alaska 2010

description: Soil Moisture measurements were taken at each Networked Info-mechanical Systems (NIMS) grid plot. Used the System Ecology Lab (SEL) at the University of Texas El Paso labels older purple TDR 300 soil moisture probe for the measurements which were taken between the matted trail and each white board at every meter throughout the 2010 summer in Atqasuk, Alaska.
DOI: 10.18739/a27p8td7z
title: Kite Aerial Photography NIMS grid Toolik Lake, Alaska 2013

description: Aerial photographs of the Networked Info-mechanical System (NIMS) grid in Toolik Lake, Alaska were taken using a rig and kite system. As part of the NIMS grid, white boards were nailed into the tundra to act as Ground Control Points (GCPs). The purpose of these boards was to facilitate the visibility of the grid from the aerial photographs, as well as to facilitate georeferencing using ArcMap GIS. Most of the pictures taken are high resolution although only a few are lacking good quality. The kite was flown twice on the summer of 2013