cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17241694
title: Shaping the Future of Digital Agriculture Education: A Questionnaire for Students

description: The questionnaire aims to gather insights into the current state and future needs of Digital Agriculture (DA) education among students. Our goal is to pinpoint areas for reform, enhancement, or support to ensure that DA education keeps pace with the latest advancements and industry demands. Your feedback will help identify challenges, opportunities for improvement, and potential areas for collaboration. The findings will inform strategic planning and initiatives to promote excellence in DA education, benefiting students, educators, and the broader agricultural sector. Your participation is essential in shaping the future of DA education and ensuring its relevance and effectiveness in tackling global agricultural challenges.
DOI: 10.5065/d6mw2fgw
title: VORTEX2: NCAR/EOL Mobile GAUS Radiosonde Profiles - EOL Sounding Format. Version 1.0

description: The Verification of the Origins of Rotation in Tornadoes Experiment (VORTEX2) is a project aimed at investigating tornado genesis and examining tornado structure and evolution using a suite of atmospheric instruments. The VORTEX2 field campaign included the use of four mobile GPS Advanced Upper-Air Sounding (GAUS) systems. This dataset contains 121 radiosonde soundings collected during the 2009 field campaign (May 7 - June 14, 2009) and 174 radiosonde soundings collected during the 2010 field campaign (May 6 - June 15, 2010) from two of the mobile GAUS systems that were deployed by EOL's Atmospheric Profiling Group (APG). These soundings were quality controlled by NCAR/EOL.
DOI: 10.5065/d6h41prg
title: VORTEX2: NCAR/EOL Mobile GAUS Radiosonde Data - EOL Sounding Composite Format. Version 1.0

description: The Verification of the Origins of Rotation in Tornadoes Experiment (VORTEX) is a project aimed at investigating tornado genesis and examining tornado structure and evolution using a suite of atmostpheric instruments. The VORTEX2 field campaigns included the use of four mobile GPS Advanced Upper_Air Sounding (GAUS) systems. This dataset contains 105 radiosonde soundings collected during the 2009 field campaign (May 11 - June 14, 2009) and 174 radiosonde soundings collected during the 2010 field campaign (May 6 - June 15, 2010) from two of the systems that were operated by EOL's Atmopsheric Profiling Group.
DOI: 10.5281/zenodo.17241676
title: Data on Lab Lab drought tolerant and high yielding accessions

description: The data set describes Evaluation and Selection of Drought-tolerant - High-yielding Accessions in Dry Farming Systems (Arusha , Tanzania) Based on Drought Tolerance Indices.

Data were collected in 2021.
DOI: 10.5281/zenodo.17241675
title: Data on Lab Lab drought tolerant and high yielding accessions

description: The data set describes Evaluation and Selection of Drought-tolerant - High-yielding Accessions in Dry Farming Systems (Arusha , Tanzania) Based on Drought Tolerance Indices.

Data were collected in 2021.
DOI: 10.15468/dl.8enanp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia rukam",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035937-250920141307145/datasets/export for details.
DOI: 10.13140/rg.2.2.20457.81766
title: Población en situación de pleno bienestar en España
DOI: 10.15468/dl.hmcdpp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia rukam",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035938-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdhvk3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia rukam",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035939-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6cc0z0q
title: VORTEX2: NOAA/NSSL MGAUS Radiosonde Data - EOL Sounding Composite Format. Version 1.0

description: The Verification of the Origins of Rotation in Tornadoes Experiment (VORTEX) is a project aimed at investigating tornado genesis and examining tornado structure and evolution using a suite of atmostpheric instruments. The VORTEX2 field campaign included the use of four mobile GPS Advanced Upper_Air Sounding (GAUS) systems. This dataset contains 117 radiosonde soundings collected during the 2009 field campaign (May 11 - June 14, 2009) and 186 radiosonde soundings collected during the 2010 field campaign (May 6 - June 15, 2010) from two of the systems that were operated by the NOAA National Severe Storm Laboratory (NSSL).
DOI: 10.13140/rg.2.2.15844.08321
title: Strange Observation 25016-1: Persian Curve – Further Developments (Applications)
DOI: 10.13140/rg.2.2.29265.85603
title: Strange Observation 25016-2: Persian Curve – Further Developments (Applications)S
DOI: 10.5065/d67m068c
title: Small Ice Detector Version 2 (SID-2H) Data. Version 1.0

description: This dataset contains SID2H data collected during the ADELE/SPRITE/HEFT09 project. The Small Ice Detector, Version 2 (SID2H) is a particle light-scattering instrument for measuring size distributions of particles in the 1 to 70 micrometer size range and for discriminating between ice crystals and supercooled water droplets in mixed phase clouds. SID2H measures the intensity of light scattered by cloud particles in the forward direction. Measurements are recorded for each particle that crosses the instrument's laser beam. The SID2H data files are binary and come in 10-minute blocks; a new file is created every 10 minutes. Data records include timing events, light scattering intensity, and housekeeping (temperatures, laser power, etc.). The file structure has a header, data, and a footer.
DOI: 10.15468/dl.32npds
title: Occurrence Download

description: A dataset containing 35223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "Year is 1935"
 ]
}

 The dataset includes 35223 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035915-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vja4xw
title: Occurrence Download

description: A dataset containing 5270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China, Hong Kong)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hoplobatrachus rugulosus"
 ]
}

 The dataset includes 5270 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035940-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.10470.13127
title: Reviewer certificate-Scientific Reports (Springer nature 2025)
DOI: 10.15468/dl.gh6s7e
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aurelia solida)",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035941-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10251363
title: On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core: supplementary files

description: This dataset is a Supplementary Material accompanying a paper [1] entitled 

On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core

by Q. Leclère et al., published in the Journal of Structural Dynamics. (Diamond Open Access)

This dataset contains two data types from two experimental setups implemented on the same sandwich panel sample.

.TIF images are X-ray radiographies of the sample, showing the honeycomb structure of the core. (1pixel=0.19mm)

.UNV file is the result of a measurement of the vibration field of the sample excited by a piezoactuator realized using a Laser Doppler Vibrometer (regular grid, 2mm resolution). 

More information in the paper, that has to be cited in any publication exploiting this dataset.

[1] Q. Leclère, K. Ege, F. Marchetti, N.B. Roozen, Ph. Duvauchelle, M. Tahraoui & V. Kaftandjian, «On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core.», Journal of Structural Dynamics [En ligne], Issue 2, URL : https://popups.uliege.be/2684-6500/index.php?id=161.
DOI: 10.5281/zenodo.10251364
title: On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core: supplementary files

description: This dataset is a Supplementary Material accompanying a paper [1] entitled 

On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core

by Q. Leclère et al., published in the Journal of Structural Dynamics. (Diamond Open Access)

This dataset contains two data types from two experimental setups implemented on the same sandwich panel sample.

.TIF images are X-ray radiographies of the sample, showing the honeycomb structure of the core. (1pixel=0.19mm)

.UNV file is the result of a measurement of the vibration field of the sample excited by a piezoactuator realized using a Laser Doppler Vibrometer (regular grid, 2mm resolution). 

More information in the paper, that has to be cited in any publication exploiting this dataset.

[1] Q. Leclère, K. Ege, F. Marchetti, N.B. Roozen, Ph. Duvauchelle, M. Tahraoui & V. Kaftandjian, «On the estimation of the shear modulus of a honeycomb sandwich panel from X-ray mapping of its core.», Journal of Structural Dynamics [En ligne], Issue 2, URL : https://popups.uliege.be/2684-6500/index.php?id=161.
DOI: 10.5065/d63x84zd
title: Holographic Detector for Clouds (HOLODEC 2). Version 1.0

description: This dataset contains measurements of cloud particle size distributions collected during the ADELE/SPRITE/HEFT0 using an airborne holographic instrument (HOLODEC 2) mounted on the NSF/NCAR Gulfstream V (N677F). The data are recorded in a raw video stream that is processed using a MATLAB script to a series of lossless 8-bit grayscale .png files with the filenames serving as the time stamps. Each image file is about 11 or 12 MB from the 4872x3248 8-bit pixels or compressed to about 2/3 of the raw. Images are combined into 1-minute log tarfiles. To help analyze the data, movies (800x600, mpeg4) of each image series are also available.
DOI: 10.5281/zenodo.17207058
title: GoGreen Modules Bibliography (V1. 26/09/25)

description: This is the initial version of the bibliography for the GoGreen modules. To enhance usability, the file is organised into separate sheets corresponding to each module. Each sheet features filterable tabs, allowing users to sort resources by topic, resource type, and access level.

The bibliography inlcudes a diverse range of materials such as journal articles, case studies, books, videos, podcasts, and practical tools. An updated version will be released at the end of the project to incorporate the latest research and publications in the field of green conservation.
DOI: 10.5281/zenodo.17207059
title: GoGreen Modules Bibliography (V1. 26/09/25)

description: This is the initial version of the bibliography for the GoGreen modules. To enhance usability, the file is organised into separate sheets corresponding to each module. Each sheet features filterable tabs, allowing users to sort resources by topic, resource type, and access level.

The bibliography inlcudes a diverse range of materials such as journal articles, case studies, books, videos, podcasts, and practical tools. An updated version will be released at the end of the project to incorporate the latest research and publications in the field of green conservation.
DOI: 10.5281/zenodo.17241736
title: Shaping the Future of Digital Agriculture Education: A Questionnaire for Farmers and Farming Associations

description: The questionnaire is designed to gather insights into the current state and future needs of Digital Agriculture (DA) education within Farmers and Farming Associations. Our aim is to identify key areas requiring reform, enhancement, or support to ensure that DA education aligns with the latest advancements and industry demands. Through your valuable feedback, we seek to uncover challenges, opportunities for improvement, and potential areas for collaboration. The findings will inform strategic planning and initiatives to foster a culture of excellence in DA education, benefiting farmers, students, educators, and the broader agricultural sector. Your participation is crucial in shaping the future of DA education and ensuring its relevance and impact in addressing global agricultural challenges.
DOI: 10.5281/zenodo.17241737
title: Shaping the Future of Digital Agriculture Education: A Questionnaire for Farmers and Farming Associations

description: The questionnaire is designed to gather insights into the current state and future needs of Digital Agriculture (DA) education within Farmers and Farming Associations. Our aim is to identify key areas requiring reform, enhancement, or support to ensure that DA education aligns with the latest advancements and industry demands. Through your valuable feedback, we seek to uncover challenges, opportunities for improvement, and potential areas for collaboration. The findings will inform strategic planning and initiatives to foster a culture of excellence in DA education, benefiting farmers, students, educators, and the broader agricultural sector. Your participation is crucial in shaping the future of DA education and ensuring its relevance and impact in addressing global agricultural challenges.
DOI: 10.5065/d6057d8v
title: Digital Camera mpeg4 Movies. Version 1.0

description: During ADELE/SPRITE/HEFT09, the GV_N677F flew three digital cameras for in-flight video capture: forward, left, and right facing. Individual photo jpeg images were captured once per second during flights. Images taken after dark were stripped and the remaining images were combined with a select set of data parameters from the flight level data into a video stream running at 15 frames/s, 1500 k bps data rate using the MPEG-4/h.264 (AKA "MPEG-4 Part 10" and "AVC") codec.Flight RF02, 3, 5, and 9 were night flights, so all images were dark
DOI: 10.15468/dl.w2v77q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia rukam",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035943-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tm6fc
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia rukam",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035944-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17241724
title: Note on the CoCiP-libRadtran contrail-cirrus radiative forcing model

description: Abstract. In 2012, we developed a parameterized analytical model to compute the instantaneous radiative forcing (RF) at the top of the atmosphere (TOA) produced by an additional thin cirrus or contrail layer. The model parameters were determined from least squares fits to calculations from the ‘‘libRadtran’’ radiative transfer model. In the course of coupling the contrail cirrus model CoCiP, which uses this RF model, with the global numerical weather prediction model ICON of the German Weather Service (DWD, Germany), we found that the libRadtran-based model shows a more linear function of RF versus the optical depth of the contrail (or added cirrus) than the results from ICON computed using the ecRad model of the European Center for Medium-Range Weather Forecasts (ECMWF). We therefore added a new model approximation allowing for a more nonlinear increase of RF with the solar optical depth values of the contrail and of any cirrus above the contrail. The former publication (RF2012) describes the models and the tests performed in detail. However, the set of libRadtran data used for setting up the RF model was not published so far.  This file contains the data, some test results, and the subroutines used to compute RF for given input parameters (effective radius Reff, top-of atmosphere longwave and shortwave radiation fluxes OLR and RSR, solar constant S0, direct solar radiation SDR, contrail solar optical thickness TAU, contrail temperature TC, and solar optical thickness TACI of cirrus above the contrail layer). We found that version 1 correctly approximates the given libRadtran data with a minimum number of model coefficients. Version 2 requires 4 more model coefficient but allows for a more nonlinear increase of RF with the solar optical depth values of the contrail and of any cirrus above the contrail, as suggested by ecRad results. It also provides a good fit to the libRadtran data though with very little smaller regression correlation values. We note that version 2 might give slightly larger RF values when most of the contrails have an optical depth below about 1.
DOI: 10.5281/zenodo.17241725
title: Note on the CoCiP-libRadtran contrail-cirrus radiative forcing model

description: Abstract. In 2012, we developed a parameterized analytical model to compute the instantaneous radiative forcing (RF) at the top of the atmosphere (TOA) produced by an additional thin cirrus or contrail layer. The model parameters were determined from least squares fits to calculations from the ‘‘libRadtran’’ radiative transfer model. In the course of coupling the contrail cirrus model CoCiP, which uses this RF model, with the global numerical weather prediction model ICON of the German Weather Service (DWD, Germany), we found that the libRadtran-based model shows a more linear function of RF versus the optical depth of the contrail (or added cirrus) than the results from ICON computed using the ecRad model of the European Center for Medium-Range Weather Forecasts (ECMWF). We therefore added a new model approximation allowing for a more nonlinear increase of RF with the solar optical depth values of the contrail and of any cirrus above the contrail. The former publication (RF2012) describes the models and the tests performed in detail. However, the set of libRadtran data used for setting up the RF model was not published so far.  This file contains the data, some test results, and the subroutines used to compute RF for given input parameters (effective radius Reff, top-of atmosphere longwave and shortwave radiation fluxes OLR and RSR, solar constant S0, direct solar radiation SDR, contrail solar optical thickness TAU, contrail temperature TC, and solar optical thickness TACI of cirrus above the contrail layer). We found that version 1 correctly approximates the given libRadtran data with a minimum number of model coefficients. Version 2 requires 4 more model coefficient but allows for a more nonlinear increase of RF with the solar optical depth values of the contrail and of any cirrus above the contrail, as suggested by ecRad results. It also provides a good fit to the libRadtran data though with very little smaller regression correlation values. We note that version 2 might give slightly larger RF values when most of the contrails have an optical depth below about 1.
DOI: 10.13140/rg.2.2.16551.87201
title: Advanced Geometric TSP | SPARC (Spatial Partition & Lookahead Construction)
DOI: 10.13140/rg.2.2.36684.53128
title: Advanced Geometric TSP Solver with Adaptive Clustering (SPARC)
DOI: 10.5065/d6vd6wtm
title: Forward-Looking Digital Camera Imagery. Version 1.0

description: During ADELE/SPRITE/HEFT09, the GV_N677F flew a forward looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Flight RF02, 3, 5, and 9 were night flights, so all images were dark. The remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 23 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file.
DOI: 10.5065/d6qn653p
title: Left-Looking Digital Camera Imagery. Version 1.0

description: During ADELE/SPRITE/HEFT09, the GV_N677F flew a leftward-looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Flight RF02, 3, 5, and 9 were night flights, so all images were dark. The remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 23 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file.
DOI: 10.5065/d6kw5dcz
title: Right-Looking Digital Camera Imagery. Version 1.0

description: During ADELE/SPRITE/HEFT09, the GV_N677F flew a rightward-looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Flight RF02, 3, 5, and 9 were night flights, so all images were dark. The remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 23 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file.
DOI: 10.15468/dl.nzpwud
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triumfetta semitriloba",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035945-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.