cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.71789/pjpq-a094
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.15468/dl.vmrwv7
title: Occurrence Download

description: A dataset containing 2874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea trifida"
 ]
}

 The dataset includes 2874 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027802-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71789/659p-0d31
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/9qbx-nq48
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.15468/dl.vx6fzx
title: Occurrence Download

description: A dataset containing 3384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea obscura",
 "Year 1970-2020"
 ]
}

 The dataset includes 3384 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027800-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71789/7t44-5603
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/j01v-q080
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/wvw8-8k44
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/9ck0-7n33
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/sef8-cy14
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.15468/dl.uwy2qu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleutherococcus sieboldianus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027804-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvg8wq
title: Occurrence Download

description: A dataset containing 10074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea purpurea",
 "Year 1970-2020"
 ]
}

 The dataset includes 10074 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027801-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71789/sv68-d064
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/ereq-c381
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/zyed-j546
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/1j8e-5k26
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/prwe-gy35
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/y918-9q75
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/0zyd-1f77
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/j99t-ds39
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/sq1f-a669
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/bm9f-0d52
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.21227/xa1d-9w02
title: "Shanghai Telecom Dataset for Multi-Agent Reinforcement Learning and Game Theory Research"

description: "We used a real-world dataset provided by Shanghai Telecom \\cite{Wang2019Delay,Guo2020,Li2021}, containing detailed geographic information (including latitude and longitude) of multiple base stations, along with interaction records from multiple mobile devices."
DOI: 10.71789/ebrp-9z57
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/v09a-k309
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/jqg0-8373
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/bvtb-7w96
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/zhxd-w339
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/dpws-rn16
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/3kn0-s157
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.5281/zenodo.17221305
title: AG-PCA
DOI: 10.5281/zenodo.17221306
title: AG-PCA
DOI: 10.71789/d1gr-8052
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/pe1k-rv98
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.15468/dl.vwvzmp
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus chinensis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 142 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027805-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71789/3c5x-w447
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/6n5d-bg17
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/rf5d-xj51
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/hr02-9x45
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/jmh5-dz68
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/sjm7-x869
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/32r4-1535
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/t0xx-ph03
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/vf5r-hc39
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/9jqm-2645
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/6jex-0815
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.15468/dl.6xuqms
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kalopanax septemlobus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027806-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71789/kvgr-5w18
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/1zp2-r822
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/e6mt-am93
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/pbb5-8f70
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/0dh6-sx39
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/7d1t-et49
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/700d-a954
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/fe5c-4788
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/mygj-2z57
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/wsmg-d839
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/srce-z167
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.71789/21yq-pt64
title: Rice agronomy experiment data - Test data

description: Rice agronomy field experiment results data. Different seasons, sites, sowing methods, nitrogen treatments and varieties.
DOI: 10.5281/zenodo.16786355
title: data and supplement: stage top fluorescent microscopy calcium imaging and optogenetics validation

description: stabilizedGCaMPCHRmine3.zip – Archive containing a folder of TIFF images processed to reduce drift and improve signal-to-noise ratio. The data were downsampled to 12 FPS (half the original 24 FPS) and scaled to 50% of the original dimensions to accommodate hardware limits when processing thousands of frames. The raw, unstabilized data are provided separately. Processing in ImageJ involved: opening the TIFFs as an image stack, selecting the central four minutes of stable recording, adjusting contrast automatically, applying a despeckle filter to enhance signal-to-noise, and using the Template Matching plugin to correct drift. This stabilized stack is the content of the compressed file.

chrmine3ROIs.png – Derived from the stabilizedGCaMPCHRmine3 image stack. A standard deviation projection over time was generated to identify regions of putative neuronal activity. These regions of interest (ROIs) are circled and correspond to the ROIs referenced in the thesis.

ChRmine3StabilizedROIs.csv – Output from ImageJ’s ROI analysis, containing the average pixel intensity traces for each ROI along with selected baseline periods.

gcampChrmine3.zip – The raw data set from which stabilizedGCaMPCHRmine3 was generated. Recorded at 24 FPS using a Basler Dart camera (daA1280-54uc).
DOI: 10.5281/zenodo.16786354
title: data and supplement: stage top fluorescent microscopy calcium imaging and optogenetics validation

description: stabilizedGCaMPCHRmine3.zip – Archive containing a folder of TIFF images processed to reduce drift and improve signal-to-noise ratio. The data were downsampled to 12 FPS (half the original 24 FPS) and scaled to 50% of the original dimensions to accommodate hardware limits when processing thousands of frames. The raw, unstabilized data are provided separately. Processing in ImageJ involved: opening the TIFFs as an image stack, selecting the central four minutes of stable recording, adjusting contrast automatically, applying a despeckle filter to enhance signal-to-noise, and using the Template Matching plugin to correct drift. This stabilized stack is the content of the compressed file.

chrmine3ROIs.png – Derived from the stabilizedGCaMPCHRmine3 image stack. A standard deviation projection over time was generated to identify regions of putative neuronal activity. These regions of interest (ROIs) are circled and correspond to the ROIs referenced in the thesis.

ChRmine3StabilizedROIs.csv – Output from ImageJ’s ROI analysis, containing the average pixel intensity traces for each ROI along with selected baseline periods.

gcampChrmine3.zip – The raw data set from which stabilizedGCaMPCHRmine3 was generated. Recorded at 24 FPS using a Basler Dart camera (daA1280-54uc).
DOI: 10.15468/dl.mua6se
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrastigma formosanum",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1930 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027808-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjtmep
title: Occurrence Download

description: A dataset containing 20777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Machine Observation, Observation)",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1970-2025"
 ]
}

 The dataset includes 20777 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027809-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5mb9j
title: Occurrence Download

description: A dataset containing 367630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larix"
 ]
}

 The dataset includes 367630 records from 1318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027701-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baty96
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is UTA Reptiles",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is d003dd60-94fa-11da-a99f-b8a03c50a862",
 "TaxonKey is Conopsis amphisticha (Smith & Laufe, 1945)"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015472-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzumbt
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Barbonymus schwanenfeldii (Bleeker, 1854))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 70 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015467-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp6r9d
title: Occurrence Download

description: A dataset containing 807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Bolivia (Plurinational State of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 807 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015468-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujbu2k
title: Occurrence Download

description: A dataset containing 10920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypsiglena Cope, 1860"
 ]
}

 The dataset includes 10920 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015471-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsr2mq
title: Occurrence Download

description: A dataset containing 6622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sardina pilchardus (Walbaum, 1792)"
 ]
}

 The dataset includes 6622 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015470-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taz4fv
title: Occurrence Download

description: A dataset containing 7767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.67259 51.05287,3.69908 51.04812,3.68873 51.06787,3.65732 51.06985,3.661 51.06158,3.67259 51.05287))",
 "HasGeospatialIssue is false",
 "Year 2023-2024"
 ]
}

 The dataset includes 7767 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015474-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p63wjd
title: Occurrence Download

description: A dataset containing 19724 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampropeltis triangulum (Lacépède, 1789)"
 ]
}

 The dataset includes 19724 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015475-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bblzhx
title: Occurrence Download

description: A dataset containing 3621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 31.6354383071941",
 "DecimalLatitude is less than 32.3809440923395",
 "DecimalLongitude is greater than -113.297620559315",
 "DecimalLongitude is less than -112.396355129485"
 ]
}

 The dataset includes 3621 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004918-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puh494
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dahlia parvibracteata Saar & P.D.Sørensen"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162002-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.