cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17990380
title: DEEP FARM : OLIVE use case Dataset

description:  

This document provides a structured description of the datasets collected within the scope of the project. The aim is to ensure transparency, reproducibility, and proper understanding of the data by the users:

The datasets support research activities related to environmental monitoring and image-based analysis and consist of three main data types:



(i) weather sensor data,

(ii) drone-based imagery, and


Overview of Data Types

Weather Sensor Data

The weather and soil-related data used in this study were obtained from an Agricultural Sensor Station (FilizPro), an IoT-based monitoring system designed for field-levelenvironmental observation. The station provides continuous measurements of key parameters such as soil temperature and soil moisture, as well as weather-related indicators relevant to irrigation management, disease and frost risk assessment, and spraying time optimization.The technical brochure of the sensor station, detailing the device specifications and measured variables, is provided in the same folder for reference (agricultural-sensor-station pdf file).



Format: CSV

File location: Sensor_Data_raw

Temporal resolution: hourly

Coordinate information: 38.45235156772274, 27.198033270322433

The raw sensor files are provided without modification.


Drone Imagery

Aerial images were captured using an unmanned aerial vehicle (UAV) to support field-level observation and analysis. The drone used for image acquisition was the DJI Mavic 3M, manufactured by DJI Enterprise.The technical brochure and user manual of the UAV are provided in the same folder for reference (DJI_Mavic_3M_User_Manual_EN).A total of 11 field visits were conducted at the pilot farm for drone image acquisition. The dates of the visits are listed below:• 25 July 2024• 04 September 2024• 17 April 2025• 18 April 2025• 08 May 2025• 15 May 2025

• 29 May 2025• 16 July 2025• 11 September 2025• 25 September 2025• 12 November 2025



Format: JPG / PNG/TIF/PDF

File location: Drone_Images

Image resolution: [e.g., 4000 × 3000 pixels]


Intended Use & Scope of ReuseThe datasets are intended for research, analysis, and model development within the scope of the project.

Acknowledgment:This dataset was collected by the team at YASAR University as part of the Deep Farm Erasmus+ project.



Access to the dataset is restricted. Interested users may request access via Zenodo for research or educational purposes.
DOI: 10.15468/dl.q6g6sd
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles mediopunctatus",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 81 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061596-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3psmtc
title: Occurrence Download

description: A dataset containing 6402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "DatasetKey is one of (BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe, EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, Field Study Group of the Dutch Mammal Society (NL) - 2008 - Mammal Survey Muntii Padurea Craiului - Apuseni mountains, Romania, ZMH Ornithology collection, NABU|naturgucker, Birda - Global Observation Dataset, Collection Aves (bird skins) SMF)",
 "TaxonKey is Ciconia nigra"
 ]
}

 The dataset includes 6402 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061595-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18000912
title: TBD

description: This dataset contains the DFT-optimized structures at M06-2X/def2-SVP level of theory and the energies of the neutral, radical cationic and radical anionic species based on the DFT-optimized structures at M06-2X/def2-TZVP level of theory for the manuscript.
DOI: 10.5281/zenodo.18000913
title: TBD

description: This dataset contains the DFT-optimized structures at M06-2X/def2-SVP level of theory and the energies of the neutral, radical cationic and radical anionic species based on the DFT-optimized structures at M06-2X/def2-TZVP level of theory for the manuscript.
DOI: 10.15468/dl.cfbgpk
title: Occurrence Download

description: A dataset containing 6402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "DatasetKey is one of (BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe, EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, Field Study Group of the Dutch Mammal Society (NL) - 2008 - Mammal Survey Muntii Padurea Craiului - Apuseni mountains, Romania, ZMH Ornithology collection, NABU|naturgucker, Birda - Global Observation Dataset, Collection Aves (bird skins) SMF)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia nigra"
 ]
}

 The dataset includes 6402 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061597-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30122050
title: Dataset on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria

description: This dataset presents variables on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria. This study was conducted involving 1168 participants from Kaduna and Jigawa states. It constitutes a baseline survey and a follow-up survey three months afterwards
DOI: 10.6084/m9.figshare.30122050.v2
title: Dataset on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria

description: This dataset presents variables on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria. This study was conducted involving 1168 participants from Kaduna and Jigawa states. It constitutes a baseline survey and a follow-up survey three months afterwards
DOI: 10.6084/m9.figshare.30122050.v1
title: Dataset on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria

description: This dataset presents variables on the Effectiveness of Preconceptual Care Intervention Components Integrated in an MNCH Intervention for Married Adolescent Girls in northern Nigeria. This study was conducted involving 1168 participants from Kaduna and Jigawa states. It constitutes a baseline survey and a follow-up survey three months afterwards
DOI: 10.15468/dl.nrtskv
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles melas",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 90 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061598-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmu6f6
title: Occurrence Download

description: A dataset containing 91044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Retama sphaerocarpa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91044 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061586-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dxyxh
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus sylvestris",
 "Year 2020-2020"
 ]
}

 The dataset includes 91 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061599-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxhba2
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles merus",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 152 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061600-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18000939
title: धार دهار Dhār (ज़िला धार) Madhya Pradesh. Fragment of a Prakrit poem recording the defeat of Karnāṭaka, TEI, version 7.0

description: धार دهار Dhār (ज़िला धार) Madhya Pradesh. Fragment of a Prakrit poem recording the defeat of Karnāṭaka, TEI version 7.0
description: SIDDHAM IN060006
DOI: 10.5281/zenodo.17916510
title: धार دهار Dhār (ज़िला धार) Madhya Pradesh. Fragment of a Prakrit poem recording the defeat of Karnāṭaka, TEI, version 7.0

description: धार دهار Dhār (ज़िला धार) Madhya Pradesh. Fragment of a Prakrit poem recording the defeat of Karnāṭaka, TEI version 7.0
description: SIDDHAM IN060006
DOI: 10.15468/dl.4r3qxr
title: Occurrence Download

description: A dataset containing 24088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhamnus lycioides",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24088 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061601-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b8vn6
title: Occurrence Download

description: A dataset containing 207408 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is one of (VectorNet data Luxembourg 2023-2024, Tick collection_OH ALLIES project_Ireland, OH_SURVector_Hungary_Mosquitoes, VectorNet observations, Investigating the Role of Stable Flies (Stomoxys calcitrans) and Biting Midges (Culicoides spp.) of the genus Culicoides as Potential Mechanical Vectors of African Swine Fever Virus in Lithuania, Poland and Romania, Vector collection_OH surveillance project_Sweden, Monitoring competent vectors of Crimea Congo Haemorragic Fever (ticks) , West Nile and Rift Valley Fever in Spain (mosquitos), OH4Surveillance vector collection in Latvia, OH4Surveillance vector collection in Latvia, One Health Surveillance (OH4S) Vector Collection in Poland - ticks collection, One Health Surveillance (OH4S) Vector Collection in Poland - mosquitoes collection, Mosquito data OH4surveillance Denmark 2024, Tick and moquito collection_OH SURVECTOR project_Slovakia, Vector collection_OH surveillance project Estonia, VectorCollection_SIVIZ_project_Portugal, National tick surveillance in Austria for the detection of tick-borne pathogens 2024 - Project OH SURVector, Results of Tick (Hyalomma and Ixodes ricinus) and Mosquito Surveillance in Croatia in 2024, National mosquito surveillance in Austria for the detection of mosquito-borne pathogens 2024 - Project OH SURVector, VectorDistributionStatus)"
 ]
}

 The dataset includes 207408 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061594-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9x6cq
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles moucheti",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 213 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061603-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxbk8n
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles neivai",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 1102 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061605-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43d334
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Romania",
 "DatasetKey is one of (BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe, EOD – eBird Observation Dataset, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, Field Study Group of the Dutch Mammal Society (NL) - 2008 - Mammal Survey Muntii Padurea Craiului - Apuseni mountains, Romania, ZMH Ornithology collection, NABU|naturgucker, Birda - Global Observation Dataset, Collection Aves (bird skins) SMF)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia nigra"
 ]
}

 The dataset includes 1042 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061606-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30896086
title: Auranofin potentiates linezolid activity against MRSA by disrupting redox homeostasis and inhibiting SarA-mediated virulence and biofilm

description: Methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) remains a major therapeutic challenge and poses a significant global health threat. Developing adjuvants to enhance the efficacy of existing antibiotics represents a promising strategy to address this issue. In this study, we evaluated auranofin as an adjuvant to potentiate the activity of linezolid against MRSA. Auranofin significantly increased MRSA susceptibility to linezolid, promoted intracellular linezolid accumulation, and suppressed the emergence of MRSA resistance to linezolid. Mechanistically, auranofin inhibited the Trx/TrxR system, inducing redox imbalance and reactive oxygen species (ROS) accumulation, which triggers DNA damage and transcriptional dysregulation. Auranofin synergized with linezolid to achieve dual inhibition of MRSA protein synthesis. Furthermore, auranofin downregulated the global regulator <i>sarA</i>, impaired SarA DNA-binding activity, and enhanced SarA phosphorylation, thereby attenuating SarA-mediated virulence factors (eg, adhesins and toxins) and biofilm formation. Importantly, auranofin fully restored anti-MRSA activity of linezolid in both <i>Galleria mellonella</i> and murine bacteremia models. Collectively, these findings identify auranofin as a promising adjuvant to linezolid and highlight its potential to improve therapeutic outcomes against invasive MRSA infections.
DOI: 10.6084/m9.figshare.30896086.v1
title: Auranofin potentiates linezolid activity against MRSA by disrupting redox homeostasis and inhibiting SarA-mediated virulence and biofilm

description: Methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) remains a major therapeutic challenge and poses a significant global health threat. Developing adjuvants to enhance the efficacy of existing antibiotics represents a promising strategy to address this issue. In this study, we evaluated auranofin as an adjuvant to potentiate the activity of linezolid against MRSA. Auranofin significantly increased MRSA susceptibility to linezolid, promoted intracellular linezolid accumulation, and suppressed the emergence of MRSA resistance to linezolid. Mechanistically, auranofin inhibited the Trx/TrxR system, inducing redox imbalance and reactive oxygen species (ROS) accumulation, which triggers DNA damage and transcriptional dysregulation. Auranofin synergized with linezolid to achieve dual inhibition of MRSA protein synthesis. Furthermore, auranofin downregulated the global regulator <i>sarA</i>, impaired SarA DNA-binding activity, and enhanced SarA phosphorylation, thereby attenuating SarA-mediated virulence factors (eg, adhesins and toxins) and biofilm formation. Importantly, auranofin fully restored anti-MRSA activity of linezolid in both <i>Galleria mellonella</i> and murine bacteremia models. Collectively, these findings identify auranofin as a promising adjuvant to linezolid and highlight its potential to improve therapeutic outcomes against invasive MRSA infections.
DOI: 10.34740/kaggle/dsv/14236684
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4sz4qm
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles neomaculipalpus",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 77 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061607-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6j5uk
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles nili",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 683 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061608-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32kcca
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "DatasetKey is India Biodiversity Portal publication grade dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara",
 "Year 2020-2025"
 ]
}

 The dataset includes 75 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061609-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17933111
title: Auditory brainstem response (ABR) recordings in mice before and after hearing loss

description: These are auditory brainstem response (ABR) data taken from mice before and after hearing loss. These data are associated with a preprint (Gargiullo et al) that will later be submitted for a peer review.
DOI: 10.5281/zenodo.17933110
title: Auditory brainstem response (ABR) recordings in mice before and after hearing loss

description: These are auditory brainstem response (ABR) data taken from mice before and after hearing loss. These data are associated with a preprint (Gargiullo et al) that will later be submitted for a peer review.
DOI: 10.15468/dl.up4z4a
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles nuneztovari",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 509 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061610-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv3spb
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anopheles oswaldoi",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 322 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061611-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sabq9q
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Symplocos venulosa"
 ]
}

 The dataset includes 171 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061612-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.24976.06408
title: Infographic on Funding, Open Access, and Collaboration Patterns in AIIMS Research Publications (2014–2023)
DOI: 10.15468/dl.g5kje5
title: Occurrence Download

description: A dataset containing 57885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -20.914722",
 "DecimalLongitude is greater than or equal to -65.0",
 "DecimalLongitude is less than or equal to -60.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 57885 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061602-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.