cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m3d4ux
title: Occurrence Download

description: A dataset containing 5053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.68518 17.52653,-97.3114 17.35883,-97.33337 16.76017,-97.04773 16.42324,-96.52039 16.51806,-96.03699 16.62336,-95.81726 17.04398,-96.01501 17.34834,-96.10291 17.50558,-96.68518 17.52653))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5053 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103702-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155030
title: Record (quantities of silver owed and paid by individuals), KTU 4.226

description: [Text or Publication Number Note:] KTU 4.226, KTU2 4.226, KTU3 4.226, CTU 4.226, CAT 4.226 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154503
title: Record (delivery of garments), KTU 4.193

description: [Text or Publication Number Note:] KTU 4.193, KTU2 4.193, KTU3 4.193, CTU 4.193, CAT 4.193 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.rlxdqp
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Faroe Islands",
 "TaxonKey is Carabidae"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001648-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154712
title: List (persons with apprentices), KTU 4.194

description: [Text or Publication Number Note:] KTU 4.194, KTU2 4.194, KTU3 4.194, CTU 4.194, CAT 4.194 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154715
title: Record (wooden furniture: doors, windows, biers), KTU 4.195

description: [Text or Publication Number Note:] KTU 4.195, KTU2 4.195, KTU3 4.195, CTU 4.195, CAT 4.195 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.fq39k2
title: Occurrence Download

description: A dataset containing 81071 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora y epífitas presentes en el proyecto Minera de Cobre Quebradona, municipio de Jericó"
 ]
}

 The dataset includes 81071 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147003-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155086
title: Record (oxen), KTU 4.231

description: [Text or Publication Number Note:] KTU 4.231, KTU2 4.231, KTU3 4.231, CTU 4.231, CAT 4.231 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111156322
title: Record (purchase of transit licence), KTU 4.336

description: [Text or Publication Number Note:] KTU 4.336, KTU2 4.336, KTU3 4.336, CTU 4.336, CAT 4.336 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.kd8zuh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sternopygus arenatus (Eydoux & Souleyet, 1850)"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187414-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155962
title: Census (by household), KTU 4.295

description: [Text or Publication Number Note:] KTU 4.295, KTU2 4.295, KTU3 4.295, CTU 4.295, CAT 4.295 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111155870
title: Census (by household), KTU 4.295

description: [Text or Publication Number Note:] KTU 4.295, KTU2 4.295, KTU3 4.295, CTU 4.295, CAT 4.295 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.q86fcg
title: Occurrence Download

description: A dataset containing 4165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tecoma capensis (Thunb.) Lindl."
 ]
}

 The dataset includes 4165 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018676-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155872
title: Census (by household), KTU 4.295

description: [Text or Publication Number Note:] KTU 4.295, KTU2 4.295, KTU3 4.295, CTU 4.295, CAT 4.295 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.57724/jci_20240304_palantarice_sire
title: PALANTARICE: Snow/Ice in situ incident and reflected spectral hemispherical irradiance (W/m^2). Hurd Peninsula, Livingston Island. March 2024
DOI: 10.25549/inscriptifact-ouc111155964
title: Record, KTU 4.291

description: [Text or Publication Number Note:] KTU 4.291, KTU2 4.291, KTU3 4.291, CTU 4.291, CAT 4.291 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.bfrhvy
title: Occurrence Download

description: A dataset containing 4012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geophaps smithii (Jardine & Selby, 1830))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "OccurrenceStatus is Present",
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4012 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265186-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155101
title: Content uncertain, KTU 4.237

description: [Text or Publication Number Note:] KTU 4.237, KTU2 4.237, KTU3 4.237, CTU 4.237, CAT 4.237 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111155209
title: Record, KTU 4.239

description: [Text or Publication Number Note:] KTU 4.239, KTU2 4.239, KTU3 4.239, CTU 4.239, CAT 4.239 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.gshktp
title: Occurrence Download

description: A dataset containing 14783 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "GadmGid is ARE",
 "GadmGid is BHR",
 "GadmGid is SAU",
 "GadmGid is YEM",
 "GadmGid is SYR",
 "GadmGid is IRQ",
 "GadmGid is IRN",
 "GadmGid is ISR",
 "GadmGid is CYP",
 "GadmGid is XNC",
 "GadmGid is QAT",
 "GadmGid is JOR",
 "GadmGid is PSE.1.2_1",
 "GadmGid is PSE.1_1",
 "GadmGid is OMN",
 "GadmGid is KWT",
 "GadmGid is LBN",
 "GadmGid is TUR"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Corvus ruficollis Lesson, 1831"
 ]
}

 The dataset includes 14783 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103699-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155100
title: Record, KTU 4.239

description: [Text or Publication Number Note:] KTU 4.239, KTU2 4.239, KTU3 4.239, CTU 4.239, CAT 4.239 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111155135
title: Record, KTU 4.239

description: [Text or Publication Number Note:] KTU 4.239, KTU2 4.239, KTU3 4.239, CTU 4.239, CAT 4.239 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.25pv62
title: Occurrence Download

description: A dataset containing 60503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sander vitreus (Mitchill, 1818)"
 ]
}

 The dataset includes 60503 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187404-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155166
title: Record (fields with quantities of silver), KTU 4.240

description: [Text or Publication Number Note:] KTU 4.240, KTU2 4.240, KTU3 4.240, CTU 4.240, CAT 4.240 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154171
title: Record (royal servicemen on duty), KTU 4.163

description: [Text or Publication Number Note:] KTU 4.163, KTU2 4.163, KTU3 4.163, CTU 4.163, CAT 4.163 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.9er4he
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Green Turtles in Syria (aggregated per 1-degree cell)"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138811-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu5e4h
title: Occurrence Download

description: A dataset containing 15056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia implexa Benth."
 ]
}

 The dataset includes 15056 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061160-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154096
title: Record (royal servicemen on duty), KTU 4.163

description: [Text or Publication Number Note:] KTU 4.163, KTU2 4.163, KTU3 4.163, CTU 4.163, CAT 4.163 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154002
title: Record (delivery of wine, sheep, and other unknown items), KTU 4.160

description: [Text or Publication Number Note:] KTU 4.160, KTU2 4.160, KTU3 4.160, CTU 4.160, CAT 4.160 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.g3kkrf
title: Occurrence Download

description: A dataset listing the 2054 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinopterygii",
 "Country is one of (Japan)",
 "MediaType is Image"
 ]
}

 The dataset's 2054 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0418665-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154087
title: Record (delivery of wine, sheep, and other unknown items), KTU 4.160

description: [Text or Publication Number Note:] KTU 4.160, KTU2 4.160, KTU3 4.160, CTU 4.160, CAT 4.160 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154004
title: Record (delivery of wine, sheep, and other unknown items), KTU 4.160

description: [Text or Publication Number Note:] KTU 4.160, KTU2 4.160, KTU3 4.160, CTU 4.160, CAT 4.160 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.g9mwbf
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brickellia nesomii B.L.Turner"
 ]
}

 The dataset includes 37 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155137
title: Record, KTU 4.239

description: [Text or Publication Number Note:] KTU 4.239, KTU2 4.239, KTU3 4.239, CTU 4.239, CAT 4.239 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111155104
title: Record (obv.: quantities of grain by town; rev.: quantities of grain for herdesmen), KTU 4.243

description: [Text or Publication Number Note:] KTU 4.243, KTU2 4.243, KTU3 4.243, CTU 4.243, CAT 4.243 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.pzncnh
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ictalurus balsanus (Jordan & Snyder, 1899)"
 ]
}

 The dataset includes 200 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103703-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155103
title: Record (obv.: quantities of grain by town; rev.: quantities of grain for herdesmen), KTU 4.243

description: [Text or Publication Number Note:] KTU 4.243, KTU2 4.243, KTU3 4.243, CTU 4.243, CAT 4.243 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111155143
title: Record (obv.: quantities of grain by town; rev.: quantities of grain for herdesmen), KTU 4.243

description: [Text or Publication Number Note:] KTU 4.243, KTU2 4.243, KTU3 4.243, CTU 4.243, CAT 4.243 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.8bbmuj
title: Occurrence Download

description: A dataset containing 7274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus rotundus murinus Wagner, 1840"
 ]
}

 The dataset includes 7274 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147007-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111155107
title: Record (obv.: quantities of grain by town; rev.: quantities of grain for herdesmen), KTU 4.243

description: [Text or Publication Number Note:] KTU 4.243, KTU2 4.243, KTU3 4.243, CTU 4.243, CAT 4.243 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111153363
title: List (PNs), KTU 4.115

description: [Text or Publication Number Note:] KTU 4.115, KTU2 4.115, KTU3 4.115, CTU 4.115, CAT 4.115 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.bpkzwz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Vieja heterospilus (Hubbs, 1936)"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018507-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111153366
title: List (PNs), KTU 4.115

description: [Text or Publication Number Note:] KTU 4.115, KTU2 4.115, KTU3 4.115, CTU 4.115, CAT 4.115 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111153237
title: List (PNs), KTU 4.115

description: [Text or Publication Number Note:] KTU 4.115, KTU2 4.115, KTU3 4.115, CTU 4.115, CAT 4.115 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.5281/zenodo.1025827
title: Mt1078 Egl-13(N483)X | 2010-07-09T14:42:00+01:00

description: This experiment is part of the <em>C.elegans behavioural database</em>. For more information and the complete collection of experiments visit http://movement.openworm.org



<b>preview link</b> : https://www.youtube.com/watch?v=uceMJ4DDY8c
<b>strain</b> : MT1078
<b>timestamp</b> : 2010-07-09T14:42:00+01:00
<b>gene</b> : egl-13
<b>chromosome</b> : X
<b>allele</b> : n483
<b>strain_description</b> : egl-13(n483)X
<b>sex</b> : hermaphrodite
<b>stage</b> : adult
<b>ventral_side</b> : anticlockwise
<b>media</b> : NGM agar low peptone
<b>arena</b> :   
  <b>style</b> : petri
  <b>size</b> : 35
  <b>orientation</b> : away
  

<b>food</b> : OP50
<b>habituation</b> : 30m wait
<b>who</b> : Laura Grundy
<b>protocol</b> : Method in E. Yemini et al. doi:10.1038/nmeth.2560. Worm transferred to arena 30 minutes before recording starts.
<b>lab</b> :   
  <b>name</b> : William R Schafer
  <b>location</b> : MRC Laboratory of Molecular Biology, Hills Road, Cambridge, CB2 0QH, UK
  

<b>software</b> :   
  <b>name</b> : tierpsy (https://github.com/ver228/tierpsy-tracker)
  <b>version</b> : cbfc23eb4f1ac2f29be75ade7a937eed58a5b219
  <b>featureID</b> : @OMG
  

<b>base_name</b> : egl-13 (n483)X on food R_2010_07_09__14_42_00___1___6
<b>total time (s)</b> : 898.7
<b>frames per second</b> : 26.3158
<b>video micrometers per pixel</b> : 4.36527
<b>number of segmented skeletons</b> : 16439
DOI: 10.15468/dl.kjcfv7
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((124.1568416949691 8.29325562280307,124.50728278516965 8.29325562280307,124.50728278516965 8.643696713003617,124.1568416949691 8.643696713003617,124.1568416949691 8.29325562280307))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 84 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010994-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.5807551
title: Land use and land cover in China for WRF (Resolution: 500m), 2020

description: WRF使用的中国2020年下垫面数据。
DOI: 10.17632/gvzh4myhdc.1
title: AI-Driven Journalism in Iran: Challenges and Opportunities

description: 51 statements for analyzing the opportunities and challenges of using artificial intelligence in journalism have been extracted from the analysis of the responses of the panel members based on the Delphi method.
DOI: 10.17632/8sxfmrpfpv.1
title: Thermal Imaging Dataset for Hotspot Detection on Solar Panels: Impact of Bird Droppings on Efficiency

description: Dataset Description: 
This dataset consists of thermal images of solar panels captured using a UTi165A thermal imaging camera. It has been developed and annotated by the Tutankhamun Research School for Artificial Intelligence (TRSAI), Egypt, https://trsai.org. The primary objective is to identify and analyze hot spots on solar panels, which are often caused by external factors such as bird droppings. These hotspots can reduce panel efficiency and lead to localized overheating, making this dataset a valuable resource for maintenance and efficiency analysis.

The dataset showcases TRSAI's dedication to advancing artificial intelligence applications in sustainable energy solutions. Authored under the guidance of TRSAI, this work reflects the school’s commitment to integrating AI with real-world environmental challenges.

Camera Specifications: 
- Resolution: 160 × 120 pixels 
- Thermal Sensitivity (NETD): ≤ 50 mK 
- Spatial Resolution (IFOV): 6.1 mrad 
- Frame Rate: ≤ 9 Hz 
- Spectral Range: 8~14 µm 
- Accuracy: ±2℃ or ±2%, whichever is greater 
- Emissivity: Adjustable between 0.01 to 1.00 (default: 0.95) 

Dataset Versions: 
The dataset is divided into two versions: 

Version 1: 
- Total Images: 410 
- Training Set: 304 images (74%) 
- Validation Set: 70 images (17%) 
- Test Set: 36 images (9%) 
- Preprocessing: 
 - Auto-Orientation applied. 
 - Images resized to 640 × 640 pixels. 
 - 15% of images converted to grayscale. 
- Augmentation Techniques: 
 - Horizontal and vertical flipping. 
 - Rotation (90° clockwise, counter-clockwise, and upside down).

Version 2: 
- Total Images: 850 
- Training Set: 744 images (88%) 
- Validation Set: 70 images (8%) 
- Test Set: 36 images (4%) 
- Preprocessing: 
 - Auto-Orientation applied. 
 - Images resized to 640 × 640 pixels. 
 - Grayscale applied. 
- Augmentation Techniques: 
 - Horizontal and vertical flipping. 
 - Rotation (90° clockwise, counter-clockwise, and upside down). 
 - Brightness adjustments (-20% to +20%). 
 - Exposure adjustments (-10% to +10%). 

Objective: 
This dataset is designed to aid in the detection of thermal anomalies, particularly hot spots resulting from bird droppings. These anomalies can negatively impact the efficiency of solar panels, making it essential for maintenance teams to address such issues promptly. The dataset supports research in thermal imaging and AI-based solutions for sustainable energy management.
DOI: 10.34740/kaggle/dsv/10074720
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.89rwgc
title: Occurrence Download

description: A dataset containing 10100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus urinaria L.",
 "Year 1960-2024"
 ]
}

 The dataset includes 10100 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010995-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcqanu
title: Occurrence Download

description: A dataset containing 3366 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Coreopsis tripteris L.)"
 ]
}

 The dataset includes 3366 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010996-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.