cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7726569
title: Nonlinear response of productivity to precipitation extremes in the Inner Mongolia grassland

description: As precipitation (PPT) regimes are becoming more extreme worldwide, our understanding of how terrestrial ecosystems will respond to this aspect of climate change remains unclear. We addressed this research gap by a PPT gradient experiment that included PPT amounts simulating extremely dry and wet years in combination with a long-term (40 years) observational study in a grassland ecosystem. This study illustrates how a grassland responded to greater PPT variability and highlights the role of limiting resource shift in ecosystem responses to climate extremes. Thus, to accurately forecast future ecosystem feedbacks to climate change, we should take into account the negative asymmetric feature of ecosystem response to stronger climate variability.
DOI: 10.5281/zenodo.7726568
title: Nonlinear response of productivity to precipitation extremes in the Inner Mongolia grassland

description: As precipitation (PPT) regimes are becoming more extreme worldwide, our understanding of how terrestrial ecosystems will respond to this aspect of climate change remains unclear. We addressed this research gap by a PPT gradient experiment that included PPT amounts simulating extremely dry and wet years in combination with a long-term (40 years) observational study in a grassland ecosystem. This study illustrates how a grassland responded to greater PPT variability and highlights the role of limiting resource shift in ecosystem responses to climate extremes. Thus, to accurately forecast future ecosystem feedbacks to climate change, we should take into account the negative asymmetric feature of ecosystem response to stronger climate variability.
DOI: 10.34740/kaggle/dsv/5154964
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.25919/hpkx-ab86
title: Parkes observations for project P1161 semester 2022OCTS_02

description: Randomness is the basis of security, privacy, trust and fairness. Cryptographic methods become vulnerable if the underlying randomness is weak or could be biased by the users of the system. Numerous applications rely on “Publicly verifiable randomness” (PVR), where randomness is extracted from a publicly accessible process or object, the output of which can be verified by third parties. With this proposal we wish to determine which pulsars would be most suitable if we wish to produce PVR through observations of pulsars.
DOI: 10.6073/pasta/4cc5ac15d0684e1633b27fbfe23c6b8c
title: SBC LTER: Reef: Long-term experiment: Algal Biomass

description: These data are taxon-specific estimates of macroalgal standing biomass (grams dry mass m-2) recorded in 40 m x 2 m transects in of each sampling plot at SBC LTER's long-term kelp removal experiment sites. Estimates of macroalgal biomass are derived from measurements of abundance that are recorded as either density or percent cover. Density data are combined with allometric measurements to yield estimates of standing dry mass for taxa whose abundance is measured as density. Mean dry mass per individual is also reported for taxa whose abundance is measured as density. Taxon-specific data of percent cover are converted to biomass using relationships derived from field measurements of percent cover and laboratory measurements of dry mass. Data are updated annually. The kelp removal experiment was initiated in 2008 at four reef sites along the mainland coast of the Santa Barbara Channel. The following three giant kelp manipulations are maintained in sampling plots at each site: - Control: Macrocystis pyriferais left intact in a 2000 m2plot. - Annual removal: Macrocystis pyriferais removed from an adjacent 2000 m2plot once each winter and allowed to re-colonize over the course of the year. - Continuous removal: Macrocystis pyriferais removed from a 200 m2area within the 2000 m2 plot on each sampling date.
DOI: 10.34740/kaggle/dsv/5154965
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.6073/pasta/ecf2e269db7a4807bcaa765422d8186c
title: SBC LTER: Reef: Long-term experiment: Kelp removal: Fish abundance

description: These data describe the abundance and size of reef-associated fish at SBC LTER long-term kelp removal experiment sites. The number and size of reef fish located 0-2 meters from the bottom within a 40 m x 2 m transect are recorded by a diver in each plot at the start of the sampling day. The number and sizes of cryptic fish associated with the bottom are recorded in the same 40m x 2 m transects in a separate survey. Cryptic species are recorded in selected 20 meter sub-sections of an 80 m2 permanent transect. Cryptic species are not recorded on continuous removal transects. The kelp removal experiment was initiated in 2008 at selected reef sites along the mainland coast of the Santa Barbara Channel. The following three giant kelp manipulations are maintained in sampling plots at each site: - Control: Macrocystis pyriferais left intact in a 2000 m2 plot. - Annual removal: Macrocystis pyriferais removed from an adjacent 2000 m2 plot once each winter and allowed to re-colonize over the course of the year. - Continuous removal: Macrocystis pyriferais removed from a 200 m2 area within the 2000 m2 plot on each sampling date. See Methods for more information.
DOI: 10.6073/pasta/731d8515e67243716ccb4ee7a28b8843
title: SBC LTER: Reef: Long-term experiment: Kelp removal: Invertebrate and algal density

description: These data describe the abundance of common mobile macro invertebrates and macroalgae located at SBC LTER long-term kelp removal experiment sites. The number of individuals of approximately 50 taxa are recorded in 40 m x 2 m transects in each plot. Large algae and large mobile invertebrates are enumerated within selected 20 m2 sub-sections on each 40 m x 2 m transect and small algae and small invertebrates are enumerated in six permanent 1 m2quadrats positioned uniformly along the 40 m x 2 m transect. The kelp removal experiment was initiated in 2008 at selected reef sites along the mainland coast of the Santa Barbara Channel. The following three giant kelp manipulations are maintained in sampling plots at each site: - Control: Macrocystis pyriferais left intact in a 2000 m2 plot. - Annual removal: Macrocystis pyriferais removed from an adjacent 2000 m2 plot once each winter and allowed to re-colonize over the course of the year. - Continuous removal: Macrocystis pyriferais removed from a 200 m2 area within the 2000 m2 plot on each sampling date. See Methods for more information.
DOI: 10.5281/zenodo.7726611
title: Citespace original data of article

description: The supplementary materials of doi: 10.1080/13504509.2023.2190177
DOI: 10.5281/zenodo.7726610
title: Citespace original data of article

description: The supplementary materials of doi: 10.1080/13504509.2023.2190177
DOI: 10.6084/m9.figshare.22115294
title: PlaceKG

description: paper:Conflating data of named places for a provenance-aware place knowledge graph
DOI: 10.6084/m9.figshare.22115294.v3
title: PlaceKG

description: paper:Conflating data of named places for a provenance-aware place knowledge graph
DOI: 10.6084/m9.figshare.22115294.v2
title: PlaceKG

description: paper:Conflating data of named places for a provenance-aware place knowledge graph
DOI: 10.6084/m9.figshare.22187677
title: parent emtion neglect and academic

description: parent emtion neglect influence academic procrastion
DOI: 10.6084/m9.figshare.22187677.v2
title: parent emtion neglect and academic

description: parent emtion neglect influence academic procrastion
DOI: 10.6084/m9.figshare.22187677.v1
title: parent emtion neglect and academic

description: parent emtion neglect influence academic procrastion
DOI: 10.25921/rnsb-4q46
title: EK60 Water Column Sonar Data Collected During HB2201
DOI: 10.6084/m9.figshare.22009880
title: PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages

description: Due to the cost of developing and training deep learning models from scratch, machine learning engineers have begun to reuse pre-trained models (PTMs) and fine-tune them for downstream tasks. PTM registries known as “model hubs” support engineers in distributing and reusing deep learning models. PTM packages include pre-trained weights, documentation, model architectures, datasets, and metadata. Mining the information in PTM packages will enable the discovery of engineering phenomena and tools to support software engineers. However, accessing this information is difficult — there are many PTM registries, and both the registries and the individual packages may have rate limiting for accessing the data. <br> We present an open-source dataset, PTMTorrent, to facilitate the evaluation and understanding of PTM packages. This paper describes the creation, structure, usage, and limitations of the dataset. The dataset includes a snapshot of 5 model hubs and a total of 15,913 PTM packages. These packages are represented in a uniform data schema for cross-hub mining. We describe prior uses of this data and suggest research opportunities for mining using our dataset. <br> We provide links to the PTM Dataset and PTM Torrent Source Code.
DOI: 10.6084/m9.figshare.22009880.v3
title: PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages

description: Due to the cost of developing and training deep learning models from scratch, machine learning engineers have begun to reuse pre-trained models (PTMs) and fine-tune them for downstream tasks. PTM registries known as “model hubs” support engineers in distributing and reusing deep learning models. PTM packages include pre-trained weights, documentation, model architectures, datasets, and metadata. Mining the information in PTM packages will enable the discovery of engineering phenomena and tools to support software engineers. However, accessing this information is difficult — there are many PTM registries, and both the registries and the individual packages may have rate limiting for accessing the data. <br> We present an open-source dataset, PTMTorrent, to facilitate the evaluation and understanding of PTM packages. This paper describes the creation, structure, usage, and limitations of the dataset. The dataset includes a snapshot of 5 model hubs and a total of 15,913 PTM packages. These packages are represented in a uniform data schema for cross-hub mining. We describe prior uses of this data and suggest research opportunities for mining using our dataset. <br> We provide links to the PTM Dataset and PTM Torrent Source Code.
DOI: 10.6084/m9.figshare.22260397
title: Management of Unspecified Anxiety Disorder in Primary Care

description: Questionaire survey
DOI: 10.6084/m9.figshare.22260397.v1
title: Management of Unspecified Anxiety Disorder in Primary Care

description: Questionaire survey
DOI: 10.6084/m9.figshare.21785588
title: Data and R-scripts from: Plant diversity in diet of Costa Rican primates in contrasting habitats: a meta-analysis. Diversity

description: Here we presented the datasets of the meta-analysis on the diet diversity of the four Costa Rican non-human primates (i.e. Alouatta palliata, Ateles geffroyi, Cebus imitator, and Saimiri oerstedii). We separate the main dataset in three Appendix: <br> Appendix 1: Detailed list of the studies on the diet of CR-NHP reviewed in this meta-analysis <br> Appendix 2: Database on the food species exploited by the four primate species <br> Appendix 3: PDFs of the papers included int Table 1 <br> Appendix 4: List of the main plant species, orders and families used by monkeys as food source <br> Appendix 5: R scripts on the analysis and main results of the diversity analysis in iNEXT <br> Appendix 6: R scrips and results of the PERMANOVA assessing the influence of the predictor variables on the food plant assemblage <br> <br>
DOI: 10.26180/22260400
title: Bicycle vehicles not represented in AS2890.3

description: Practitioners using the current form of AS2890.3 will find that the following bicycle types are commonly found in the field, and not yet listed in the standard. This dataset aims to address this gap until such time as the standard can be updated.
DOI: 10.26180/22260400.v1
title: Bicycle vehicles not represented in AS2890.3

description: Practitioners using the current form of AS2890.3 will find that the following bicycle types are commonly found in the field, and not yet listed in the standard. This dataset aims to address this gap until such time as the standard can be updated.
DOI: 10.48577/jpl.z4mqkw
title: Single-Point Calibration for Microwave Sounders: Application to TEMPEST-D

description: Passive microwave sounders are critical for accurate forecasts from numerical weather prediction models. These sensors are calibrated using a traditional two-point approach, with one source typically a free-space blackbody target and the second a clear view to the cosmic microwave background, commonly referred to as “cold space.” Occasionally, one or both of these calibration sources can become corrupted, either by solar/lunar intrusion in the cold space view or by thermal instability of the blackbody calibration source. A Temporal Experiment for Storms and Tropical Systems (TEMPEST) microwave sounder instrument is currently deployed on the International Space Station (ISS) for a 3-year mission. TEMPEST is also calibrated using a blackbody target and cold space view; however, the cold space view will be routinely obstructed by objects present on the ISS. Here we test an alternative single point calibration methodology that uses only the blackbody calibration target. We find the brightness temperature difference between this new approach and the traditional two-point calibration approach to be &lt; 0.1 K when applied to 3 years of the TEMPEST CubeSat Demonstration (TEMPEST-D) mission data from 2018-2020. This approach is applicable to other microwave radiometers that experience occasional degradation of calibration sources, such as thermal effects, intrusions or instability of noise diodes.
DOI: 10.48577/jpl.0xqgcs
title: Protect Earth’s orbit: Avoid high seas mistakes

description: The global space industry is growing rapid-ly—the number of satellites in orbit is ex-pected to increase from 9000 today (1) to over 60,000 by 2030 (2). In addition, it is es-timated that more than 100 trillion un-tracked pieces of old satellites are already in orbit (3). Although the industries and coun-tries using Earth’s orbit are starting to con-sider sustainability, risks exist in responsibly managing such a vast area with no owner (4). Like the high seas, Earth’s orbit is seen as a global commons, where exploitation of what may appear to be a free resource is growing and the true costs of potential envi-ronmental damage are obscured (5). The ex-ploitation of Earth’s orbit is in its infancy, but on a fast trajectory, highlighting the need for urgency. Attempts to protect the high seas have been slow and challenging. By learning from that process, we can avoid making similar mistakes as we work to pre-vent a tragedy of the commons in space.
DOI: 10.48577/jpl.lhzwim
title: Thermal Architecture and Design of the Cruise Heat Rejection System of Mars Sample Retrieval Lander

description: NASA and the European Space Agency are planning a Mars Sample Return campaign that would bring Martian regolith and rock samples, collected and cached in tubes by the Perseverance rover, back to Earth for scientific investigation. The Mars Sample Retrieval Lander (SRL) would carry the Mars Ascent Vehicle (MAV) that would launch samples tubes into Mars orbit to be collected by an Earth Return Orbiter (ERO) and placed into an Earth Entry Vehicle (EEV) for return and landing on Earth. The current baseline design of the SRL spacecraft uses a mechanically pumped fluid loop as primary means of thermal control during cruise to Mars. The heat rejection system (HRS) would be similar to those on previous JPL missions such as Mars Pathfinder, Mars Exploration Rovers, Mars Science Laboratory, Mars 2020, and Europa Clipper. It uses a centrifugal pump to circulate CFC-11 working fluid through the system. The fluid picks up heat from the lander and the cruise avionics and rejects it to radiators located on the cruise stage. The HRS also uses a thermal control valve to modulate fluid flow to the radiator and control heat rejection rate by the system in response to variation in heat dissipation from the avionics as well as changes in the thermal environment. The loop services hardware with varying temperature limits making it challenging to accommodate hardware on the loop with different temperature limits. Heat exchanging would be achieved through the use of flanged tubing bonded to the lander avionics module plate that hosts all the avionics and the battery. This paper discusses the tradeoffs performed before choosing a mechanical pumped loop as the thermal control system. It also describes the analysis, design, and predicted performance of this system.
DOI: 10.48577/jpl.etn2fm
title: Europa Clipper Magboom Deployment Thermal Design and Deployment Sequence

description: This paper describes a detailed design of the heaters for Magboom canister pre-heating prior to deployment and deployment sequence. Prior to deployment, Magboom is in stowed configuration with the harness, mast and longerons stacked inside it. Deployment process is passive where kick-over springs will be used to push the harness and structure out of the canister at the time of deployment. At that point, the temperature of the Magboom harness needs to be raised to above its allowable flight temperature of -5ºC to reduce the Magboom harness stiffness. A complicated thermal path exists between the heaters and the harness. This thermal path includes mast, a thermal sock and harness insulation. This paper describes a detailed design of the heaters for Magboom canister pre-heating prior to deployment and deployment sequence. A maximum 197W of heater power was requested from Clipper spacecraft. While at the maximum bus voltage of 32.8V, maximum peak power is at 197W for less than 30 minutes. The average heater power consumption remains at 111W while heaters start cycling. As a result, this robust design limits Magboom thermal verification and validation to “by analysis only”.
DOI: 10.5281/zenodo.7726751
title: Risk factor prediction for Secondary Glaucoma amongst patients presenting with Pseudo exfoliation Syndrome (PEX) at Ophthalmology OPD in a Tertiary Care Centre in Ahmedabad

description: Here we are uploading a data sheet of the<strong> "Risk factor prediction for Secondary Glaucoma amongst patients presenting with Pseudo exfoliation Syndrome (PEX) at Ophthalmology OPD in a Tertiary Care Centre in Ahmedabad." </strong>
DOI: 10.5281/zenodo.7726750
title: Risk factor prediction for Secondary Glaucoma amongst patients presenting with Pseudo exfoliation Syndrome (PEX) at Ophthalmology OPD in a Tertiary Care Centre in Ahmedabad

description: Here we are uploading a data sheet of the<strong> "Risk factor prediction for Secondary Glaucoma amongst patients presenting with Pseudo exfoliation Syndrome (PEX) at Ophthalmology OPD in a Tertiary Care Centre in Ahmedabad." </strong>
DOI: 10.5281/zenodo.7726787
title: Test (personal)

description: A test of the upload process
DOI: 10.5281/zenodo.7726786
title: Test (personal)

description: A test of the upload process
DOI: 10.5519/qd.sgmj3lh8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.34740/kaggle/dsv/5155409
title: Cotton disease detection
DOI: 10.5281/zenodo.7724792
title: GIRT-Data: Sampling GitHub Issue Report Templates

description: <strong>GIRT-Data</strong> is the first and largest dataset of <strong>issue report templates (IRTs)</strong> in both YAML and Markdown format. This dataset and its corresponding open-source crawler tool are intended to support research in this area and to encourage more developers to use IRTs in their repositories. The stable version of the dataset, containing <code>1_084_300</code> repositories, that <code>50_032</code> of them support IRTs. For more details see the GitHub page of the dataset: https://github.com/kargaranamir/girt-data <br> The dataset is accepted for MSR 2023 conference, under the title of "GIRT-Data: Sampling GitHub Issue Report Templates" Search in Google Scholar.
DOI: 10.5281/zenodo.7724793
title: GIRT-Data: Sampling GitHub Issue Report Templates

description: <strong>GIRT-Data</strong> is the first and largest dataset of <strong>issue report templates (IRTs)</strong> in both YAML and Markdown format. This dataset and its corresponding open-source crawler tool are intended to support research in this area and to encourage more developers to use IRTs in their repositories. The stable version of the dataset, containing <code>1_084_300</code> repositories, that <code>50_032</code> of them support IRTs. For more details see the GitHub page of the dataset: https://github.com/kargaranamir/girt-data <br> The dataset is accepted for MSR 2023 conference, under the title of "GIRT-Data: Sampling GitHub Issue Report Templates" Search in Google Scholar.
DOI: 10.5281/zenodo.7724904
title: Artifact: Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices

description: Artifact for "Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices"
DOI: 10.5281/zenodo.7724905
title: Artifact: Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices

description: Artifact for "Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment on Novices"
DOI: 10.25921/06zq-0q03
title: EK60 Water Column Sonar Data Collected During HB2206
DOI: 10.6084/m9.figshare.22133126
title: 3D Visual Sustainable Management of Rubber Forest Based on Terrestrial Photogrammetry System

description: As an important part of agricultural cash crops in Hainan Province, more attention should be paid to monitoring sample plots of rubber trees. We developed a terrestrial photogrammetry system combined with 3D point-cloud reconstruction technology based on the structure from motion with Multiview Stereo method and sample plot survey data. Deviation analyses and accuracy evaluations of quadrat information were performed in the study area, covering different age classes and morphological characteristics, to explore its practical value in monitoring rubber forest sample plots. Furthermore, the relationship between under branch height, diameter at breast height (DBH), and rubber tree volume was explored, and a rubber tree binary volume model was established. Here, we innovatively proposed a planning scheme for a terrestrial photogrammetry system for the sustainable management of rubber forests, to provide a novel solution to the issues faced by current sample plot monitoring practices. In the future, the application of a terrestrial photogrammetry system to other types of forest monitoring will gradually be explored.The following is the data package of our research: 1. The data table in the folder (Coordinate) is the point position coordinate information of our sample shooting image. 2. The data table in the folder (Data) is the data summary table of our study, which includes the measurement value of rubber forest volume, the measurement value of rubber forest DBH, the measurement value of under branch height and the specific information of each rubber tree in 19 sample plots. 3. The data in the folder (Figures) is the relevant illustration in the research paper. Due to some missing data in the process of saving, we have supplemented and uploaded the data of the rubber forest 3D point cloud data obtained by the terrestrial photogrammetry system in the data set. If you need, please feel free to contact us. Due to the large amount of data storage, can not upload data website, we will provide you with a net disk download link.