cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5112043
title: Daily surface all-wave net radiation over global land (1995-2006) from AVHRR data

description: Surface net radiation, representing surface radiation energy balance, is closely related to several land processes, such as evapotranspiration, photosynthesis, and turbulent and conductive heat fluxes. Reanalysis products can provide a long-term surface net radiation; however, their coarse spatial resolution and large uncertainties hinder us from well applicating the data at a regional scale. Satellite products also include surface net radiation retrievals with high accuracy. The short time span of satellite products (i.e., GLASS product) makes these satellite products not suitable for long-term climate change study. Therefore, we used a deep learning method to upscale in situ measurements collected from global-distributed sites to generate a daily surface net radiation product with 0.05° spatial resolution from AVHRR data (1995-2006). After comprehensive validation, the RMSE of AVHRR net radiation product was ~26 Wm<sup>-2</sup>, which is generally better than some current reanalysis and satellite products.
DOI: 10.5281/zenodo.5112046
title: Daily surface all-wave net radiation over global land (2007-2017) from AVHRR data

description: Surface net radiation, representing surface radiation energy balance, is closely related to several land processes, such as evapotranspiration, photosynthesis, and turbulent and conductive heat fluxes. Reanalysis products can provide a long-term surface net radiation; however, their coarse spatial resolution and large uncertainties hinder us from well applicating the data at a regional scale. Satellite products also include surface net radiation retrievals with high accuracy. The short time span of satellite products (i.e., GLASS product) makes these satellite products not suitable for long-term climate change study. Therefore, we used a deep learning method to upscale in situ measurements collected from global-distributed sites to generate a daily surface net radiation product with 0.05° spatial resolution from AVHRR data (2007-2017). After comprehensive validation, the RMSE of AVHRR net radiation product was ~26 Wm<sup>-2</sup>, which is generally better than some current reanalysis and satellite products.
DOI: 10.5281/zenodo.5112045
title: Daily surface all-wave net radiation over global land (2007-2017) from AVHRR data

description: Surface net radiation, representing surface radiation energy balance, is closely related to several land processes, such as evapotranspiration, photosynthesis, and turbulent and conductive heat fluxes. Reanalysis products can provide a long-term surface net radiation; however, their coarse spatial resolution and large uncertainties hinder us from well applicating the data at a regional scale. Satellite products also include surface net radiation retrievals with high accuracy. The short time span of satellite products (i.e., GLASS product) makes these satellite products not suitable for long-term climate change study. Therefore, we used a deep learning method to upscale in situ measurements collected from global-distributed sites to generate a daily surface net radiation product with 0.05° spatial resolution from AVHRR data (2007-2017). After comprehensive validation, the RMSE of AVHRR net radiation product was ~26 Wm<sup>-2</sup>, which is generally better than some current reanalysis and satellite products.
DOI: 10.6084/m9.figshare.15022878.v1
title: Fig2_EDFig4a-e_EDFig5_extent_of_river_fragmentation_in_Europe.zip

description: This file replaces the previous one . The original polygons had some duplicates and a few duplicate rows in the matching csv file. We quoted the correct number in the Nature paper, and these have now been cleaned
DOI: 10.6084/m9.figshare.15022878
title: Fig2_EDFig4a-e_EDFig5_extent_of_river_fragmentation_in_Europe.zip

description: This file replaces the previous one . The original polygons had some duplicates and a few duplicate rows in the matching csv file. We quoted the correct number in the Nature paper, and these have now been cleaned
DOI: 10.34810/data72/619
title: 02AC_1.MR.0009.0168.2013.03.10.09.04.41.296875.165176347.IMA
DOI: 10.5281/zenodo.4756361
title: Cretan Pollen Dataset v1 (CPD-1)

description: Pollen analysis and the classification of several pollen species is an important task in melissopalynology. The development of classification models depends on available datasets of pollen grains from various plant species from around the globe. In this paper, Cretan Pollen Dataset v1 (CPD-1) is presented, which is a novel dataset of grains from 20 pollen species from plants gathered in Crete, Greece. The pollen grains were prepared and stained with fuchsin, in order to be captured by a camera attached to a microscope under x400 magnification. In addition, a pollen grain segmentation method is presented, which segments and crops each unique pollen grain and achieved an overall detection accuracy of 92%. The final dataset comprises 4034 segmented pollen grains of 20 different pollen species as well as the raw data and ground truth, as annotated by an expert. The developed dataset is publicly accessible, which we hope will accelerate research in melissopalynology. <strong>Files included in this dataset:</strong> <strong>Cropped Pollen Grains:</strong> This folder contains all the segmented pollen grains with the background present. <strong>Isolated Pollen Grains:</strong> This folder contains all the segmented pollen grains with the background removed. <strong>Raw Data/Images:</strong> This folder contains all the original raw images, as captured by the camera attached to the microscope. <strong>Raw Data/Annotations:</strong> This folder contains a '.csv' file for every pollen type, which contains the annotations for the pollen grains' bounding boxes. A bounding box is represented by its upper left corner (x,y) as well as its width and height (w,h). In addition, each annotation points to a specific image file of that pollen type.
DOI: 10.5281/zenodo.4756360
title: Cretan Pollen Dataset v1 (CPD-1)

description: Pollen analysis and the classification of several pollen species is an important task in melissopalynology. The development of classification models depends on available datasets of pollen grains from various plant species from around the globe. In this paper, Cretan Pollen Dataset v1 (CPD-1) is presented, which is a novel dataset of grains from 20 pollen species from plants gathered in Crete, Greece. The pollen grains were prepared and stained with fuchsin, in order to be captured by a camera attached to a microscope under x400 magnification. In addition, a pollen grain segmentation method is presented, which segments and crops each unique pollen grain and achieved an overall detection accuracy of 92%. The final dataset comprises 4034 segmented pollen grains of 20 different pollen species as well as the raw data and ground truth, as annotated by an expert. The developed dataset is publicly accessible, which we hope will accelerate research in melissopalynology. <strong>Files included in this dataset:</strong> <strong>Cropped Pollen Grains:</strong> This folder contains all the segmented pollen grains with the background present. <strong>Isolated Pollen Grains:</strong> This folder contains all the segmented pollen grains with the background removed. <strong>Raw Data/Images:</strong> This folder contains all the original raw images, as captured by the camera attached to the microscope. <strong>Raw Data/Annotations:</strong> This folder contains a '.csv' file for every pollen type, which contains the annotations for the pollen grains' bounding boxes. A bounding box is represented by its upper left corner (x,y) as well as its width and height (w,h). In addition, each annotation points to a specific image file of that pollen type.
DOI: 10.5519/qd.v2mpinik
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (38 records)
DOI: 10.34810/data72/620
title: 02AC_1.MR.0009.0129.2013.03.10.09.04.41.296875.165175638.IMA
DOI: 10.6084/m9.figshare.15022833.v1
title: Data

description: Isotopes
DOI: 10.6084/m9.figshare.15022833
title: Data

description: Isotopes
DOI: 10.6084/m9.figshare.15022833.v3
title: Data

description: Isotopes
DOI: 10.6084/m9.figshare.15022833.v2
title: Data

description: Isotopes
DOI: 10.34810/data72/621
title: 02AC_1.MR.0009.0096.2013.03.10.09.04.41.296875.165175044.IMA
DOI: 10.5287/bodleian:jvpr9ydp1
title: Data for The bioprotective properties of the blue mussel (Mytilus edulis) on rocky shore platforms
DOI: 10.6073/pasta/c425b7063eac96f0180d0215acf588b8
title: Mohonk Preserve Ground Water Springs Data, 1930 to Present

description: In a region strongly affected by acid precipitation, the Mohonk Preserve's Daniel Smiley Research Center, has been monitoring the monthly pH and temperature of eight ground springs (Chestnut, Rock, Mohonk, Rhododendron, Mossy Brook Bank, Mossy East Box, Mossy West Box, Rock Rift) on the Preserve dating as far back as 1930 to present day. Monitoring before January 1991 was intermittent and opportunistic but starting in 1991 sampling became more consistent. Monitoring of dissolved oxygen, nitrate concentrations, and conductivity of the springs using a YSI Sonde Professional Plus Instrument began in November 2017.
DOI: 10.6073/pasta/6532ed318ab4a75edf0820f7bb2ba53d
title: Microbial Sampling from Shark River Slough and Taylor Slough, Everglades National Park, South Florida, USA (FCE LTER) from January 2001 to Present

description: We collected monthly observations of water microbial characteristics from each of the FCE LTER sites beginning in February 2001. Bacteria counts using DAPI epifluorescence, heterotrophic bacteria production with tritiated Thymidine uptake, and algal energetics and chl a using the PAM fluorometer were determined from each of the water samples. Bacteria counts in Shark River Slough in the freshwater end of the transect revealed highest bacteria numbers upon marsh rewetting after the dry down. The highest overall count of bacteria was found at the most freshwater point adjacent to the perimeter of the water conservation area but only in March of 2001. Peak numbers of bacteria in the saline end of Shark River transect occurred in December and July. There is some evidence that these higher bacteria numbers in the SR transect are associated with higher salinities. Highest bacteria counts along the Taylor slough transect were observed at the mouth of the Taylor River with peak counts in the wet season in October. Bacteria densities also increased from the eastern to western end of the transect in Florida Bay. Heterotrophic bacterial production did not relate closely bacteria numbers and exhibited highest numbers in the dry season. There was no discernible relationship between salinity and bacteria production as seen in bacteria numbers. Monthly observations using PAM fluorometry revealed that brown algae was the greatest contribution to the algal chal a pool and this relationship was consistent across all FCE LTER sites. Converse to the pattern of bacteria abundance along the Shark River transect, there was evidence that algal biomass decreases from freshwater to estuary. In the Shark River, algal energetics increased from marsh to estuary as well as in the panhandle region of the Taylor River transect. From these observations we conclude the behavior of the microbial loop and interactions generated between functional guilds is highly variable along individual transects and between the Shark River and Taylor River transect. Wet dry season dynamics partially explain temporal variability in microbial dynamics along the individual transects yet responses were unique for each section of the transect as freshwater versus estuarine versus Bay. Relationships between salinity and microbial parameters in this case, were not easily discerned but were more consistent within the two river transects than between river transects.
DOI: 10.34810/data72/622
title: 02AC_1.MR.0009.0060.2013.03.10.09.04.41.296875.165174396.IMA
DOI: 10.6084/m9.figshare.15022887
title: qm9_data.npz

description: QM9 Dataset in a single NPZ-file format for easy parsing.<br><br>Original QM9 data (see: https://www.nature.com/articles/sdata201422) has been parsed using a python script located here: TODO<br><br>Data can be loaded as follows:<br><br>import numpy as np<br><br>qm9 = np.load(path_to_file, allow_pickle=True)<br>coords = data['coordinates']nuclear_charges = data['charges']elements = data['elements']<br>energies = np.array(data['H_atomization']) <br>Cvs = np.array(data['Cv']) <br><br>print (data.files) for all stored properties.<br><br>
DOI: 10.15468/fvdq8r
title: Taxonomy of genus Orophyllus Beier, 1954 (Orthoptera: Tettigoniidae: Pseudophyllinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Xie, Hui-Cong, Wang, Han-Qiang, Li, Kai, He, Zhu-Qing (2021): Taxonomy of genus Orophyllus Beier, 1954 (Orthoptera: Tettigoniidae: Pseudophyllinae). Zootaxa 4990 (1): 147-159, DOI: https://doi.org/10.11646/zootaxa.4990.1.9
DOI: 10.6084/m9.figshare.15022944
title: Datav.xlsx

description: aaaa
DOI: 10.6084/m9.figshare.15022944.v2
title: Datav.xlsx

description: aaaa
DOI: 10.6084/m9.figshare.15022944.v1
title: Datav.xlsx

description: aaaa
DOI: 10.34810/data72/623
title: 02AC_1.MR.0009.0133.2013.03.10.09.04.41.296875.165175710.IMA
DOI: 10.5287/bodleian:vjzvxnaob
title: Matlab code for retrospective MRA undersampling optimization for Compressed Sensing reconstruction
DOI: 10.24385/45818
title: Non-random associations in group housed rats (Rattus norvegicus)
DOI: 10.5517/ccdc.csd.cc26nx5z
title: CCDC 2045881: Experimental Crystal Structure Determination

description: Related Article: Jian Li|2021|CSD Communication|||
DOI: 10.34810/data72/624
title: 02AC_1.MR.0009.0130.2013.03.10.09.04.41.296875.165175656.IMA
DOI: 10.34810/data72/625
title: 02AC_1.MR.0009.0221.2013.03.10.09.04.41.296875.165177301.IMA
DOI: 10.5287/bodleian:mj5gmd0xv
title: Data for "Mirtron-mediated RNA knockdown/replacement therapy for the treatment of dominant retinitis pigmentosa"
DOI: 10.34810/data72/626
title: 02AC_1.MR.0009.0079.2013.03.10.09.04.41.296875.165174738.IMA
DOI: 10.6084/m9.figshare.14610460
title: Complete mitochondrial genome and phylogenetic analysis of the copper shark <i>Carcharhinus brachyurus</i> (Günther, 1870)

description: Copper shark (<i>Carcharhinus brachyurus</i> Günther, 1870) is one of the most widely distributed but least known species in the family Carcharhinidae. Herein, we report the first complete mitogenome of <i>C. brachyurus</i>. The overall structure of the 16,704 bp <i>C. brachyurus</i> mitogenome was similar to that of other <i>Carcharhinus</i> species and showed the highest average nucleotide identity (97.1%) with the spinner shark (<i>Carcharhinus brevipinna</i>). Multigene phylogeny using 13 protein-coding genes (PCGs) in the mitogenome resolved <i>C. brachyurus</i> clustered with other species within the genus; the overall tree topology was congruent with recent phylogenetic studies of this species. These results provide important information for conservation genetics and further evolutionary studies of sharks.
DOI: 10.6084/m9.figshare.14610460.v1
title: Complete mitochondrial genome and phylogenetic analysis of the copper shark <i>Carcharhinus brachyurus</i> (Günther, 1870)

description: Copper shark (<i>Carcharhinus brachyurus</i> Günther, 1870) is one of the most widely distributed but least known species in the family Carcharhinidae. Herein, we report the first complete mitogenome of <i>C. brachyurus</i>. The overall structure of the 16,704 bp <i>C. brachyurus</i> mitogenome was similar to that of other <i>Carcharhinus</i> species and showed the highest average nucleotide identity (97.1%) with the spinner shark (<i>Carcharhinus brevipinna</i>). Multigene phylogeny using 13 protein-coding genes (PCGs) in the mitogenome resolved <i>C. brachyurus</i> clustered with other species within the genus; the overall tree topology was congruent with recent phylogenetic studies of this species. These results provide important information for conservation genetics and further evolutionary studies of sharks.
DOI: 10.6073/pasta/0d20295024ceae55713b805a1e61dee7
title: Sapling Census:FAB 2 -DIV: Forests and Biodiversity Experiment - Low density diversity experiment

description: The long-term forest biodiversity experiment (FAB2), is designed to expand the capacity and scope of FAB1, established in 2012. Like its predecessor, FAB2 focuses on trees of our region, tested for survival and growth at Cedar Creek. The experiment provides the ability to examine the same diversity of plant, soil, decomposer, food web, and ecosystem responses that have been studied in the grassland biodiversity experiments but also allows us to pose novel questions regarding the effects of functional and phylogenetic diversity on ecosystem processes and the long-term consequences of species-specific effects on ecosystem properties.
DOI: 10.34810/data72/627
title: 02AC_1.MR.0009.0095.2013.03.10.09.04.41.296875.165175026.IMA
DOI: 10.5281/zenodo.4975374
title: Hull Springs Wetland Dissolved Oxygen and Water Temperature Data from 2021-05-04 to 2021-06-11

description: # General Metadata for Hull Springs Restored Wetland Sampling Station ## Files Specific metadata for each deployment can be found as text files with the file format of: HS_wetland_DO-MM-DD_metadata.txt<br> <br> Where YYYY-MM-DD is the date that the sampling period ended. NOTE: The metadata in the above file is collected from the data logger and does not have all of fields present in the final data set, because some were created during data cleaning. ## File Created * 2021-06-16 by KF<br> <br> ## File Modified ## Description These data are from the sampling station in the restored wetland at Hull Springs. The sensors are in the NE corner of the shallow pond portion of the restored wetland (38.119289, -76.667252). All data are CC-BY and should be cited using the DOI available at https://zenodo.org/communities/leo/ ## Station Specifics The specific at each site are: * Temperature (dC) collected with a Onset HOBO U26-001 Dissolved Oxygen Logger<br> * Dissolved Oxygen (mg/L) collected with a Onset HOBO U26-001 Dissolved Oxygen Logger The sensors are sampled every 15 minutes<br> <br> ## Measurement Parameters, units, and Variable Names * date.time - THIS FIELD DOES NOT REPORT THE CORRECT TIME. THE AM and PM WERE NOT PRESERVED. USE 'timestamp'.<br> * observation - the incremental number of each observation<br> * timestamp - the data and time that the record was collected, as reported by the data logger (MM/DD/YY HH:MM:SS A/PM)<br> * DO - the concentration of dissolved oxygen in the water (mg/L)<br> * Temp - the temperature of the water (dC)<br>
DOI: 10.5281/zenodo.4975373
title: Hull Springs Wetland Dissolved Oxygen and Water Temperature Data from 2021-05-04 to 2021-06-11

description: # General Metadata for Hull Springs Restored Wetland Sampling Station ## Files Specific metadata for each deployment can be found as text files with the file format of: HS_wetland_DO-MM-DD_metadata.txt<br> <br> Where YYYY-MM-DD is the date that the sampling period ended. NOTE: The metadata in the above file is collected from the data logger and does not have all of fields present in the final data set, because some were created during data cleaning. ## File Created * 2021-06-16 by KF<br> <br> ## File Modified ## Description These data are from the sampling station in the restored wetland at Hull Springs. The sensors are in the NE corner of the shallow pond portion of the restored wetland (38.119289, -76.667252). All data are CC-BY and should be cited using the DOI available at https://zenodo.org/communities/leo/ ## Station Specifics The specific at each site are: * Temperature (dC) collected with a Onset HOBO U26-001 Dissolved Oxygen Logger<br> * Dissolved Oxygen (mg/L) collected with a Onset HOBO U26-001 Dissolved Oxygen Logger The sensors are sampled every 15 minutes<br> <br> ## Measurement Parameters, units, and Variable Names * date.time - THIS FIELD DOES NOT REPORT THE CORRECT TIME. THE AM and PM WERE NOT PRESERVED. USE 'timestamp'.<br> * observation - the incremental number of each observation<br> * timestamp - the data and time that the record was collected, as reported by the data logger (MM/DD/YY HH:MM:SS A/PM)<br> * DO - the concentration of dissolved oxygen in the water (mg/L)<br> * Temp - the temperature of the water (dC)<br>
DOI: 10.34810/data72/628
title: 02AC_1.MR.0009.0183.2013.03.10.09.04.41.296875.165176617.IMA
DOI: 10.5281/zenodo.5114387
title: HiRISE-generated DTMs over Sakarya Vallis in Gale crater, Mars

description: HiRISE-generated DTMs over Sakarya Vallis in Gale crater, Mars. Produced at the University of Chicago by David P. Mayer.
DOI: 10.5281/zenodo.5114386
title: HiRISE-generated DTMs over Sakarya Vallis in Gale crater, Mars

description: HiRISE-generated DTMs over Sakarya Vallis in Gale crater, Mars. Produced at the University of Chicago by David P. Mayer.
DOI: 10.6084/m9.figshare.15022965
title: Nebbiolo alternative haplotypes genome

description: Nebbiolo alternative haplotypes in FASTA file
DOI: 10.6084/m9.figshare.15022965.v1
title: Nebbiolo alternative haplotypes genome

description: Nebbiolo alternative haplotypes in FASTA file
DOI: 10.34810/data72/629
title: 02AC_1.MR.0009.0170.2013.03.10.09.04.41.296875.165176383.IMA
DOI: 10.34810/data72/630
title: 02AC_1.MR.0009.0165.2013.03.10.09.04.41.296875.165176293.IMA
DOI: 10.15468/dl.xn57mf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torilis arvensis",
 "Country is Djibouti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014908-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgumb2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atriplex praecox Hülph.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092933-240321170329656/datasets/export for details.
DOI: 10.5281/zenodo.10912391
title: Todo Esforço Será Recompensado: Gamificação no Ensino de Arquitetura de Software com o Uso de Badges - Dados Coletados

description: Este projeto contém os dados coletados na pesquisa: respostas ao formulário de coleta de dados, controle de badges e troca de pontos.
DOI: 10.5281/zenodo.10912392
title: Todo Esforço Será Recompensado: Gamificação no Ensino de Arquitetura de Software com o Uso de Badges - Dados Coletados

description: Este projeto contém os dados coletados na pesquisa: respostas ao formulário de coleta de dados, controle de badges e troca de pontos.
DOI: 10.15468/dl.4kfm9z
title: Occurrence Download

description: A dataset containing 377617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abramis brama (Linnaeus, 1758)"
 ]
}

 The dataset includes 377617 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092918-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.