cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15368840
title: Measurements of Unusual Precursors During the Very Initial Stage of Rocket-Triggered Lightning

description: Eleven unusual precursors were observed in the initial stage of a classical triggered lightning event, which was performed on CMA-FEBLS in the summer of 2024. The amplitudes of these unusual leaders exceeded 300 A, with pulse intervals from 30 to 200 ms, while their initiation height was only about 30 m. Once these attempted leaders surpassed 250 m, they resumed the development pattern of conventional precursors. The analysis suggested that the occurrence of unusual precursors is related to the existence of the space charge layer, as the event occurred under thunderstorm conditions with sparse natural discharges, which facilitated its accumulation. When subjected to airflow or precipitation, the space charges were susceptible to localized abrupt diminution or dissipation. Such changes induced anomalous enhancements in the electric field intensity at the wire's tip as it traversed through the space charge region, ultimately leading to the occurrence of unusual precursors.
DOI: 10.5281/zenodo.15368841
title: Measurements of Unusual Precursors During the Very Initial Stage of Rocket-Triggered Lightning

description: Eleven unusual precursors were observed in the initial stage of a classical triggered lightning event, which was performed on CMA-FEBLS in the summer of 2024. The amplitudes of these unusual leaders exceeded 300 A, with pulse intervals from 30 to 200 ms, while their initiation height was only about 30 m. Once these attempted leaders surpassed 250 m, they resumed the development pattern of conventional precursors. The analysis suggested that the occurrence of unusual precursors is related to the existence of the space charge layer, as the event occurred under thunderstorm conditions with sparse natural discharges, which facilitated its accumulation. When subjected to airflow or precipitation, the space charges were susceptible to localized abrupt diminution or dissipation. Such changes induced anomalous enhancements in the electric field intensity at the wire's tip as it traversed through the space charge region, ultimately leading to the occurrence of unusual precursors.
DOI: 10.21233/0vzr-gb97
title: Cameron Lake water chemistry dataset

description: Raw data for the Cameron Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/pbpn-9349
title: Orono Bog testate amoebae surface sample dataset

description: Raw data for the Orono Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n8hj-db02
title: Little Eldorado Creek [AKLIV-VP] vertebrate fauna dataset

description: Raw data for the Little Eldorado Creek [AKLIV-VP] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.57760/sciencedb.j00001.01434
title: The 2024 VGOS-INT-A dataset used for calculating the Earth's rotation parameters (UT1-UTC)
title: 用于解算地球自转参数（UT1-UTC）的2024年VGOS-INT-A数据集

description: VGOS-INT-A (VLBI Global Observing System Intensive Session Type A) is an intensive observation mode optimized for rapid measurement of high-precision UT1-UTC (Earth Rotation Parameters). Its technical architecture and implementation strategy fully reflect the progressiveness of VLBI technology in the field of maintaining the earth reference framework. This mode constructs an observation network by selecting global ultra long baselines (such as the east-west baseline composed of the Kokee 12m antenna in Hawaii and the Wettzell 13S antenna in Germany, with a physical span of about 11000 kilometers), significantly reducing the sensitivity of the Earth's rotation to time delay observations by utilizing the geometric advantages of cross hemisphere baselines. At the same time, it combines broadband multi band signal reception technology (2-14 GHz dual polarization S/X/Ku band) and a 16 Gbit/s ultra high speed recording system (MARK 6 data logger combined with CDAS2 acquisition terminal) to achieve nanosecond level time delay measurement accuracy. Based on the VLBI observation data obtained from the VGOS system, establish the "2024 VGOS-INT-A dataset for calculating the Earth's rotation parameters (UT1-UTC)" to provide data support for the subsequent rapid production of Earth's rotation parameters and lay the foundation for the application of the resulting products.
description: VGOS-INT-A (VLBI Global Observing System Intensive Session Type A) is an intensive observation mode optimized for rapid measurement of high-precision UT1-UTC (Earth Rotation Parameters). Its technical architecture and implementation strategy fully reflect the progressiveness of VLBI technology in the field of maintaining the earth reference framework. This mode constructs an observation network by selecting global ultra long baselines (such as the east-west baseline composed of the Kokee 12m antenna in Hawaii and the Wettzell 13S antenna in Germany, with a physical span of about 11000 kilometers), significantly reducing the sensitivity of the Earth's rotation to time delay observations by utilizing the geometric advantages of cross hemisphere baselines. At the same time, it combines broadband multi band signal reception technology (2-14 GHz dual polarization S/X/Ku band) and a 16 Gbit/s ultra high speed recording system (MARK 6 data logger combined with CDAS2 acquisition terminal) to achieve nanosecond level time delay measurement accuracy. Based on the VLBI observation data obtained from the VGOS system, establish the "2024 VGOS-INT-A dataset for calculating the Earth's rotation parameters (UT1-UTC)" to provide data support for the subsequent rapid production of Earth's rotation parameters and lay the foundation for the application of the resulting products.
DOI: 10.21233/b3av-j950
title: Thayne [USGS Cenozoic Location 22613] vertebrate fauna dataset

description: Raw data for the Thayne [USGS Cenozoic Location 22613] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8tj8-8v57
title: Ayakami-Cho ostracode surface sample dataset

description: Raw data for the Ayakami-Cho ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/qyhj-3v45
title: Smith Creek water chemistry dataset

description: Raw data for the Smith Creek water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h63n-3d17
title: Mirabel Bog testate amoebae surface sample dataset

description: Raw data for the Mirabel Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/qpmt-nx37
title: Ch'ijee's Bluff vertebrate fauna dataset

description: Raw data for the Ch'ijee's Bluff vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wq7y-km82
title: Phillipovka River ostracode surface sample dataset

description: Raw data for the Phillipovka River ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.wf8pkr
title: Occurrence Download

description: A dataset containing 16658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Saccoloma Kaulf."
 ]
}

 The dataset includes 16658 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022914-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/0k6v-sg48
title: Noordzee Fugro K17-4 pollen dataset

description: Raw data for the Noordzee Fugro K17-4 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7dy0-wg51
title: SWF12E geochemistry dataset

description: Raw data for the SWF12E geochemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.71486/7btb-d256
title: Datos de cultivos de patatas en Cavia (BURGOS)

description: The dataset contains all interpolation data of the work "Humidity Forecasting in a Potato Plantation using Time-Series Neural Models"
DOI: 10.21233/6935-sk68
title: LDDsite6494 ostracode surface sample dataset

description: Raw data for the LDDsite6494 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/w4vy-nd72
title: Peacham Bog testate amoebae surface sample dataset

description: Raw data for the Peacham Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.3484fq
title: Occurrence Download

description: A dataset containing 11036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "TaxonKey is Arecaceae"
 ]
}

 The dataset includes 11036 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022917-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/1zat-1531
title: LDDsite1894 water chemistry dataset

description: Raw data for the LDDsite1894 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.34740/kaggle/dsv/4720940
title: speech emotion recognition Hindi
DOI: 10.21233/wxkn-2j32
title: Horseshoe Lake diatom surface sample dataset

description: Raw data for the Horseshoe Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.71486/0th1-g596
title: Dataset of the work "High-performance aramids with intrinsic bactericide activity"

description: The dataset contains all raw data of the work "High-performance aramids with intrinsic bactericide activity"
DOI: 10.21233/4qpt-4374
title: Chemchane Sebkha 1 pollen dataset

description: Raw data for the Chemchane Sebkha 1 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1nq8-kd40
title: Bakchar mire testate amoebae surface sample dataset

description: Raw data for the Bakchar mire testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/659k-sj42
title: LDDsite2076 water chemistry dataset

description: Raw data for the LDDsite2076 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15348340
title: Long-Term Surface Soil Moisture Dataset for the Huai River Basin (1951–2016)

description: This dataset provides a long-term (1951–2016) retrospective reconstruction of surface soil moisture (SSM_RF) at 0–5 cm depth for the Huai River Basin, China. It addresses the temporal limitations of the SMAP_L4 SSM product, which, despite its high resolution and accuracy, only spans from 2015 onwards. The reconstruction was developed using a machine learning framework based on the Random Forest algorithm. Inputs include ERA5-Land meteorological variables, SMAP ancillary data, and static geographic features such as soil texture and topographic indices.The SSM_RF dataset was validated against SMAP_L4 SSM, in-situ observations, and land surface model (LSM) outputs. Results show strong agreement in the northern and central basin (correlation > 0.6, ubRMSE < 0.04 m³/m³). This GeoTIFF-format dataset ( 9 km resolution) is suitable for drought monitoring, flood risk assessment, and climate-resilient water management. By extending SMAP-like data back to 1951, it provides a valuable resource for long-term hydrological studies under changing climate conditions.
DOI: 10.5281/zenodo.15348341
title: Long-Term Surface Soil Moisture Dataset for the Huai River Basin (1951–2016)

description: This dataset provides a long-term (1951–2016) retrospective reconstruction of surface soil moisture (SSM_RF) at 0–5 cm depth for the Huai River Basin, China. It addresses the temporal limitations of the SMAP_L4 SSM product, which, despite its high resolution and accuracy, only spans from 2015 onwards. The reconstruction was developed using a machine learning framework based on the Random Forest algorithm. Inputs include ERA5-Land meteorological variables, SMAP ancillary data, and static geographic features such as soil texture and topographic indices.The SSM_RF dataset was validated against SMAP_L4 SSM, in-situ observations, and land surface model (LSM) outputs. Results show strong agreement in the northern and central basin (correlation > 0.6, ubRMSE < 0.04 m³/m³). This GeoTIFF-format dataset ( 9 km resolution) is suitable for drought monitoring, flood risk assessment, and climate-resilient water management. By extending SMAP-like data back to 1951, it provides a valuable resource for long-term hydrological studies under changing climate conditions.
DOI: 10.21233/gyxp-6863
title: Ivy Lake water chemistry dataset

description: Raw data for the Ivy Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.71486/axky-hf42
title: Dataset of the retailing location networks in the cities of Castile-Leon, Madrid and Barcelona

description: The dataset is made up of eleven networks, one corresponding to each city (Madrid, Barcelona, Valladolid, Burgos, Salamanca, León, Palencia, Zamora, Ávila, Segovia and Soria). The nodes represent retail stores listed in the Yellow Pages. Each node contains the category code to which they are classified according to 68 codes of The North American Industry Classification System for small businesses (NAICS). There is a link between both nodes if the stores are within a linear distance of 100 meters.
DOI: 10.21233/fhh7-2056
title: Nadrau Swamp pollen dataset

description: Raw data for the Nadrau Swamp pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/r36e-4e49
title: Mayflower Lake pollen dataset

description: Raw data for the Mayflower Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jx6c-5b73
title: LDDsite2784 ostracode surface sample dataset

description: Raw data for the LDDsite2784 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.71486/6whg-5774
title: Dataset of the paper “Variable selection for linear regression in large databases: exact methods” Applied Intelligence, 51(6), 3736-3756

description: The variable selection problem in the context of Linear Regression for large databases is analysed. The problem consists in selecting a small subset of independent variables that can perform the prediction task optimally. This problem has a wide range of applications. One important type of application is the design of composite indicators in various areas (sociology and economics, for example). Other important applications of variable selection in linear regression can be found in fields such as chemometrics, genetics, and climate prediction, among many others. For this problem, we propose a Branch & Bound method. This is an exact method and therefore guarantees optimal solutions. We also provide strategies that enable this method to be applied in very large databases (with hundreds of thousands of cases) in a moderate computation time. A series of computational experiments shows that our method performs well compared with well-known methods in the literature and with commercial software.
DOI: 10.21233/8k3t-5r52
title: Chicog Lake pollen dataset

description: Raw data for the Chicog Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p4mc-9f34
title: Black Lough pollen dataset

description: Raw data for the Black Lough pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ns7f-q170
title: Lake Pana diatom dataset

description: Raw data for the Lake Pana diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.71486/7fkd-pc37
title: Dataset of the work Smart sensory polymer for straightforward Zn(II) detection in pet food samples

description: The dataset contains all raw data of the work "Smart sensory polymer for straightforward Zn(II) detection in pet food samples".
DOI: 10.21233/qfc0-x449
title: Rice Lake water chemistry dataset

description: Raw data for the Rice Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/bgtv-3692
title: Tobolsk region testate amoebae surface sample dataset

description: Raw data for the Tobolsk region testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.48vzru
title: Occurrence Download

description: A dataset containing 1256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen)",
 "TaxonKey is Artemisia argyi H.Lév. & Vaniot"
 ]
}

 The dataset includes 1256 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022919-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.