cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2jkmpm
title: Occurrence Download

description: A dataset containing 2575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China, Japan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Debregeasia orientalis C.J.Chen"
 ]
}

 The dataset includes 2575 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017272-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h583nu
title: Occurrence Download

description: A dataset containing 61757433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "License is CC-BY 4.0",
 "Year 2020-2025"
 ]
}

 The dataset includes 61757433 records from 577 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017254-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uayz24
title: Occurrence Download

description: A dataset containing 69043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (云南, 云南; Yunnan, 云南省)",
 "Year 1978-2025"
 ]
}

 The dataset includes 69043 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017245-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuwtw5
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017266-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.punqx9
title: Occurrence Download

description: A dataset containing 47942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Geometry POLYGON((87.74634 30.02943,91.74084 30.02943,91.74084 32.28652,87.74634 32.28652,87.74634 30.02943))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47942 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017273-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u654z6
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Gambia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Soricidae, Erinaceidae)"
 ]
}

 The dataset's 8 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017270-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye6kgh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-131.38919 -0.97056,-46.61081 -0.97056,-46.61081 32.97056,-131.38919 32.97056,-131.38919 -0.97056))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is Zapotitlán de Mendez (pueblo)",
 "OccurrenceStatus is Present",
 "TaxonKey is Psarocolius montezuma (Lesson, 1830)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017274-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me664t
title: Occurrence Download

description: A dataset containing 952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation, Observation)",
 "Country is China",
 "Geometry POLYGON((112.27383 25.28338,124.12773 25.28338,124.12773 37.02384,112.27383 37.02384,112.27383 25.28338))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1000-2000"
 ]
}

 The dataset includes 952 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017275-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk6g3q
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Paleobiology Database",
 "TaxonKey is Glyptostrobus Endl."
 ]
}

 The dataset includes 313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017276-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdjqjv
title: Occurrence Download

description: A dataset containing 397535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Afghanistan, Bahrain, China, Egypt, Georgia, Greece, Iran (Islamic Republic of), Iraq, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Mongolia, Oman, Qatar, Russian Federation, Saudi Arabia, Chinese Taipei, Tajikistan, Turkmenistan, Turks and Caicos Islands, United Arab Emirates, Uzbekistan, Yemen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC, DD)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 397535 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017261-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7jtmd
title: Occurrence Download

description: A dataset containing 65827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mycobacterium Lehmann & Neumann, 1896"
 ]
}

 The dataset includes 65827 records from 508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017265-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3426u2
title: Occurrence Download

description: A dataset containing 2195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Triturus marmoratus",
 "Year 2008-2024"
 ]
}

 The dataset includes 2195 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004701-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.td9mbv
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bivinia jalbertii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 286 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004702-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trtqr8
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrochelys sulcata"
 ]
}

 The dataset includes 498 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004704-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsjpsc
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carrierea calycina",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 346 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004705-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38mbzn
title: Occurrence Download

description: A dataset containing 2543124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum aculeatissimum, Bidens bipinnata, Erigeron canadensis, Chenopodium ficifolium, Chamaecrista mimosoides, Mimosa diplotricha, Bromus catharticus, Datura stramonium, Senna occidentalis, Chenopodiastrum hybridum, Senecio vulgaris, Lolium temulentum, Datura innoxia, Paspalum dilatatum, Portulaca pilosa, Solanum torvum, Veronica persica, Galinsoga parviflora, Stachys arvensis, Euphorbia heterophylla, Sieruela rutidosperma, Sorghum halepense, Ageratina adenophora, Oenothera rosea, Tridax procumbens, Cenchrus echinatus, Mikania micrantha, Ambrosia artemisiifolia, Chromolaena odorata, Dysphania ambrosioides, Amaranthus palmeri, Anredera cordifolia, Ipomoea purpurea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2543124 records from 5429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004659-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.9w0vt4bvt
title: Modulating fatty acid signaling to restore allopregnanolone balance: A novel strategy for anxiety disorders

description: Anxiety disorders, affecting up to 28 % of individuals globally, remain
 poorly treated, necessitating novel therapeutic targets. Here, we identify
 Elovl6, a key fatty acid elongase enriched in the human cerebral cortex,
 as a critical regulator of anxiety-like behaviors. Chronic stress
 downregulated Elovl6 in the prefrontal cortex (PFC), while Elovl6 knockout
 (KO) mice exhibited heightened anxiety-like behaviors, including reduced
 open-arm exploration in the elevated plus maze, increased compulsive
 grooming, and impaired nest-building, without affecting depression-related
 phenotypes. Mechanistically, Elovl6 deficiency disrupted brain lipid
 homeostasis, increasing palmitic acid (PA, C16:0) while decreasing oleic
 acid (OA, C18:1) and linoleic acid (LA, C18:2), leading to suppressed
 PPARα expression in astrocytes and reduced allopregnanolone (Allo) levels.
 Unsaturated fatty acids (OA/LA) or the PPARα agonist GW7647 reversed these
 deficits, restoring Allo production and alleviating anxiety-like behaviors
 in Elovl6-KO mice. Our findings reveal a novel Elovl6-fatty
 acid-PPARα-Allo axis in anxiety pathophysiology and propose lipid
 metabolism modulation as a promising therapeutic strategy.
description: # Modulating fatty acid signaling to restore allopregnanolone balance: A
 novel strategy for anxiety disorders Dataset DOI:
 [10.5061/dryad.9w0vt4bvt](https://doi.org/10.5061/dryad.9w0vt4bvt) ##
 Description of the data and file structure # **Modulating fatty acid
 signaling to restore allopregnanolone balance: a novel strategy for
 anxiety disorders** ### Files and variables #### File: underlying_data.csv
 **Description:** We generated Elovl6 knockout mice and performed a series
 of behavioral tests, including the open field test, elevated plus maze,
 grooming observation, marble-burying test, and nest-building assay, to
 assess anxiety-like behaviors. The uploaded file contains the complete
 dataset that underpin the findings and conclusions of the related research
 article, "Modulating Fatty Acid Signaling to Restore Allopregnanolone
 Balance: A Novel Strategy for Anxiety Disorders," and is provided for
 reference during reuse and reanalysis. In the associated Zenodo record:
 The supplementary figure files have been uploaded as "Supplemental
 Information" under a CC-BY license. ##### Variables * mouse: *
 Distance in central area (% of total distance): * Time in central area (%
 of total time): * Probability of entry on open arm (%): * Time spent on
 open arm (s): * Marbles buried (out of 20): * Number of bouts: * Time
 spent grooming(s): * Allopregnanolone (nmol/L):
DOI: 10.5061/dryad.7h44j1086
title: Lidar point clouds of three oak trees

description: The data consists of a 3-dimensional point cloud of trees produced by a
 laser scanner, where each point is a sample of the tree’s surface. As for
 a single scanner location, a large part of the tree is occluded, multiple
 scans are commonly performed, and their data are co-registered (Li et al.,
 2020; Raumonen et al., 2015; Wan et al., 2019). It is important to not
 only place the points in a consistent coordinate scheme during
 co-registration, but also the scanner locations and to keep track of which
 points were produced by which scanner location for uncertainty
 propagation. To showcase our methodology, we applied it to terrestrial
 laser scanning data of 80-year-old oak trees of three different sizes
 (small, medium, and large). The raw point clouds were recorded at Alice
 Holt Forest, UK (51.1546°N, 0.8520°W) using a single-return phase shift
 Leica HDS- 6100 terrestrial laser scanner (Leica Geosystems, n.d.). The
 scans were conducted in March 2014 under dry conditions and low wind
 speeds (less than 2 m/s). Point clouds were acquired from six scan
 positions around each tree (azimuth angle: 0°, 60°, 120°, 180°, 240°, and
 300°), each located 5 m from the tree base and 1.3 m above ground level.
 The TLS angular sampling resolution was 0.036° at each scan position, with
 a laser beam characterized by a 0.003 m spot size at exit, a divergence
 angle of about 0.013° (a 0.008 m spot size at 25 m, based on Gaussian
 definition). Detection and removal of scanner noise, multiple reflections,
 and ghost points were performed using a depth-discontinuity
 triangles-based method, which evaluates the angle between the local
 surface normal and the TLS viewing direction (Rombourg, 2019; Tang et al.,
 2007). The filtered point clouds were subsequently aligned within a common
 Cartesian coordinate system using Cyclone v9.0 (Leica Geosystems Ltd.),
 based on six ’6” tilt-and-turn’ reflective planar targets (Leica
 Geosystems Ltd.) positioned around each tree.
description: # Lidar point clouds of three oak trees Data is provided on behalf of
 Forest Research UK.\ Dataset DOI:
 [10.5061/dryad.7h44j1086](https://doi.org/10.5061/dryad.7h44j1086) ##
 Description of the data ### Files and variables TLS scanner locations are
 given in TLS_Positions_*_Oak.txt with format x y z #scanner For each tree,
 there are six scanner locations, each of which has a point cloud stored in
 an .xyz file (i.e. Bigoak_M_P1 for the first scanner location for the big
 tree) with format x y z ## Code/software The following Matlab code was
 used to read the data (Data_Processing/EC_Data_Reader.m) and used to fit
 QSMs to it with TreeQSM 2.4.1 and quantify their uncertainty.
 [https://github.com/InverseTampere/Uncertain_TreeQSM](https://github.com/InverseTampere/Uncertain_TreeQSM)
DOI: 10.5281/zenodo.18408411
title: Ground-based VHF radar, meteor radar, and ionosonde observations over Qujing, China, 19 May 2023

description: This dataset contains coordinated ground-based observations collected over Qujing, China, on 19 May 2023, including measurements from a VHF radar, a meteor radar, and an ionosonde.
DOI: 10.5281/zenodo.18408412
title: Ground-based VHF radar, meteor radar, and ionosonde observations over Qujing, China, 19 May 2023

description: This dataset contains coordinated ground-based observations collected over Qujing, China, on 19 May 2023, including measurements from a VHF radar, a meteor radar, and an ionosonde.
DOI: 10.5061/dryad.08kprr5h2
title: Canal construction disrupts background matching camouflage in two sympatric estuarine crab species

description: Estuarine ecosystems provide essential habitats for fiddler crabs, whose
 survival heavily relies on background-matching camouflage. Anthropogenic
 modifications such as canal construction can alter the visual properties
 of these habitats, yet direct empirical evidence of their impact on
 crustacean camouflage remains limited. This study investigated the effects
 of habitat canalization on the camouflage effectiveness of two sympatric
 crab species, Parasesarma pictum and Perisesarma
 bidens. We quantified color matching using the chromatic
 just noticeable difference (CJND) metric, comparing individuals
 in engineered canal habitats versus adjacent natural mudflats. Results
 demonstrated a significant reduction in camouflage efficacy in canalized
 areas for both species. The CJND values were markedly higher in canal
 habitats (P. pictum: 10.29 ± 5.475; P. bidens: 12.61 ± 4.832) compared to
 natural habitats (P. pictum: 7.465 ± 3.855, Z = -7.698,
 P &lt; 0.001; P. bidens: 9.512 ± 4.226, Z = -11.680,
 P &lt; 0.001), indicating a substantial decrease in
 body-background color matching. Although the differences in luminance,
 pattern energy, and disruptive rate did not show the same trend, the
 weakening of color matching caused by the habitat alteration resulting
 from canal construction would also have a negative impact on the
 camouflage of the two crab species. These findings suggest that
 canalization alters substrate coloration and optical properties, thereby
 impairing the crabs' background-matching camouflage. This sensory
 disruption likely increases predation risk and represents a significant
 anthropogenic threat to benthic fauna. Our research provides a critical
 assessment of how human infrastructure compromises adaptive camouflage,
 offering vital insights for the conservation management of estuarine
 biodiversity.
description: # Canal construction disrupts background matching camouflage in two
 sympatric estuarine crab species Dataset DOI:
 [10.5061/dryad.08kprr5h2](https://doi.org/10.5061/dryad.08kprr5h2) ##
 Description of the data and file structure The dataset primarily focuses
 on evaluating differences in camouflage effectiveness between two crab
 species, *Parasesarma pictum* and *Perisesarma bidens* . The analysis
 compares their camouflage across two distinct habitats—a human-modified
 canal habitat and a neighboring natural habitat—using four key indices:
 CJND, LJND, PED, and GabRat. ### Files and variables #### File:
 Raw_data.xlsx **Description:** **Differences in camouflage effectiveness
 between** ***Parasesarma pictum*** **and** ***Perisesarma bidens*** **were
 assessed across canal and adjacent natural habitats.** ##### Variables *
 CJND: Chromatic just-noticeable difference * LJND: Luminance
 just-noticeable difference * PED: Pattern Energy Difference *
 GabRat: Gabor edge disruption Ratio
DOI: 10.15468/dl.wcqpyb
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plumularia spinulosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004586-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408168
title: Refactoring Knwoledge base
DOI: 10.5281/zenodo.18408185
title: Refactoring Knwoledge base
DOI: 10.15468/dl.k3bfe6
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melolobium exudans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004587-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96ndbh
title: Occurrence Download

description: A dataset containing 1043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perca fluviatilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1925",
 "Year is less than or equal to 1929"
 ]
}

 The dataset includes 1043 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004588-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14657602
title: BITCOIN Historical Datasets 2018-2026 Binance API