cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17479447
title: Supporting data for the ES&T paper "Real-Time Control of Redox Dynamics in Stormwater Biofilters Enhances Organic Chemical Removal"

description: Dear viewers,

Thank you for your interest in this dataset. We have explicitly provided the data corresponding to each figure in our manuscript to promote transparency and reusability. Notes, original figures, and captions are included to help with interpretation and understanding.

We kindly recommend reading the full manuscript (DOI will be provided once the manuscript is accepted) before reusing any of the data to avoid potential misinterpretations. As the corresponding authors, we are more than happy to assist if you have any questions or wish to use the data presented here.

Please feel free to contact us:Corresponding author email: kefeng.zhang@unsw.edu.au (Dr Kefeng Zhang)
DOI: 10.5281/zenodo.17479448
title: Supporting data for the ES&T paper "Real-Time Control of Redox Dynamics in Stormwater Biofilters Enhances Organic Chemical Removal"

description: Dear viewers,

Thank you for your interest in this dataset. We have explicitly provided the data corresponding to each figure in our manuscript to promote transparency and reusability. Notes, original figures, and captions are included to help with interpretation and understanding.

We kindly recommend reading the full manuscript (DOI will be provided once the manuscript is accepted) before reusing any of the data to avoid potential misinterpretations. As the corresponding authors, we are more than happy to assist if you have any questions or wish to use the data presented here.

Please feel free to contact us:Corresponding author email: kefeng.zhang@unsw.edu.au (Dr Kefeng Zhang)
DOI: 10.15468/dl.nx8epz
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paloue durissima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 26 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004818-260126135527185/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.31175659
title: Table S1. Complete lists of differentially expressed genes (DEGs) and functional annotations in Ulva prolifera across a 300-km spatial gradient.

description: This dataset contains the complete lists of differentially expressed genes (DEGs) identified in the green tide macroalga <i>Ulva prolifera</i>.The Excel file includes three worksheets representing pairwise comparisons across the drift path:YC vs. LYGLYG vs. RZRZ vs. QDColumn definitions:Gene_id: Unique identifier from the <i>de novo</i> transcriptome assembly.NR description: Best hit annotation from NCBI Non-Redundant database.Log2FC: Log2-transformed fold change.Padjust: FDR-adjusted P-value.GO/Pathway: Gene Ontology and KEGG pathway annotations.
DOI: 10.6084/m9.figshare.31175659.v1
title: Table S1. Complete lists of differentially expressed genes (DEGs) and functional annotations in Ulva prolifera across a 300-km spatial gradient.

description: This dataset contains the complete lists of differentially expressed genes (DEGs) identified in the green tide macroalga <i>Ulva prolifera</i>.The Excel file includes three worksheets representing pairwise comparisons across the drift path:YC vs. LYGLYG vs. RZRZ vs. QDColumn definitions:Gene_id: Unique identifier from the <i>de novo</i> transcriptome assembly.NR description: Best hit annotation from NCBI Non-Redundant database.Log2FC: Log2-transformed fold change.Padjust: FDR-adjusted P-value.GO/Pathway: Gene Ontology and KEGG pathway annotations.
DOI: 10.15468/dl.c3p5at
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.099568935894 -35.4031144261172,149.099424416462 -35.4037890715337,149.099749680921 -35.4038357780567,149.099894198784 -35.4031611323272,149.099568935894 -35.4031144261172)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004820-260126135527185/datasets/export for details.
DOI: 10.15468/dl.gxtqgm
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenobita cavipes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 636 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004819-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408744
title: data
DOI: 10.5281/zenodo.18408745
title: data
DOI: 10.15468/dl.gng8uh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paloue emarginata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004821-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tarnj
title: Occurrence Download

description: A dataset containing 16658 records in GBIF matching the query:
SELECT
 '533' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey 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 decimalLatitude &gt;= 56.135291543055025
 AND decimalLatitude &lt;= 61.2993700571118
 AND decimalLongitude &gt;= -142.38763812849118
 AND decimalLongitude &lt;= -122.32367320199155
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 16658 records were derived from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004800-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry8g4u
title: Occurrence Download

description: A dataset containing 8094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oenothera villosa"
 ]
}

 The dataset includes 8094 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004822-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38aq6a
title: Occurrence Download

description: A dataset containing 1395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Birgus latro",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1395 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004823-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408723
title: From Interaction to Retention: Sustainable Chatbot Services in E-Commerce and Their Impact on Customer Empowerment, Satisfaction, and Continuance Intention
DOI: 10.5281/zenodo.18408722
title: From Interaction to Retention: Sustainable Chatbot Services in E-Commerce and Their Impact on Customer Empowerment, Satisfaction, and Continuance Intention
DOI: 10.15468/dl.t8gbnv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panurea longifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004824-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5gxn3
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalamita poissonii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 98 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004826-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6rxhp
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paragoodia crenulata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004827-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8p25x
title: Occurrence Download

description: A dataset containing 30351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia ficus-indica"
 ]
}

 The dataset includes 30351 records from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004828-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rr3ap
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glyphodes aprionoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004829-260126135527185/datasets/export for details.
DOI: 10.15468/dl.v2xvza
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.141773252208 -35.3169891141724,149.143759675334 -35.3172453118935,149.139654565817 -35.3165736759051,149.141279889962 -35.3175441844261,149.141773252208 -35.3169891141724)))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004831-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf4kpj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.09791847712 -35.321140702406,149.09810425841 -35.3185762705399,149.097717276763 -35.3185389396551,149.096565339808 -35.3210120717885,149.09791847712 -35.321140702406)))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004832-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpzctr
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.098100095244 -35.3145897271314,149.093880041936 -35.3185416822257,149.097827737422 -35.3189984984454,149.098104453494 -35.3185798614123,149.098100095244 -35.3145897271314)))"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004830-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88awgz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.093880041936 -35.3185416822257,149.093859300795 -35.3198101650819,149.094697131388 -35.3198193648343,149.094718019348 -35.3185410937871,149.093880041936 -35.3185416822257)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004833-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc7g6t
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.126220224949 -35.2731124595545,149.126014188925 -35.2752237562533,149.128488984493 -35.2754926921341,149.128046594456 -35.2733109373422,149.126220224949 -35.2731124595545)))"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004834-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4zsyp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.081369468245 -35.3266231697057,149.081644954638 -35.3268199634966,149.082340477172 -35.326053143922,149.081255305066 -35.3261298958309,149.081369468245 -35.3266231697057)))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004835-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5aqu38
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.129011997928 -35.2727785064503,149.129811321866 -35.2728345497302,149.130174695698 -35.2704148228449,149.129271950706 -35.27034364809,149.129011997928 -35.2727785064503)))"
 ]
}

 The dataset includes 37 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004837-260126135527185/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.28113302
title: <b>AOMC: 30-m Resolution Apple Orchard Maps of China (2019-2021)</b>

description: This dataset provides 30-m spatial resolution apple orchard maps (20) for 13 provinces in China including Shaanxi (SAX, 31.11 %), Gansu (GS, 12.47 %), Shandong (SD, 12.37 %), Shanxi (SX, 7.24 %), Liaoning (LN, 6.99 %), Hebei (HB, 6.77 %), Henan (HN, 5.90 %), Xinjiang (XJ, 3.48 %), Yunnan (YN, 2.74 %), Sichuan (SC, 2.29 %), Inner Mongolia (IM, 2.08 %), Ningxia (NX, 1.43 %), Jiangsu (JS, 1.43 %)). The mapped areas constitute over 96% of the apple orchard area in China.(1) Methodology and performanceUtilizing available Landsat-8 and Sentinel datasets, along with multi-source data including geographic information, remote sensing products, and meteorological data, we integrated various phenological conditions of apples in China to generate the first national-scale distribution map of apple orchards in China (AOMC) with a 30 m spatial resolution. Validations against field sample data and agricultural statistical data demonstrated the maps were in high accuracy.(2) Dataset informationThe dataset is provided in geotif (*.tif) format with pixel values of 1 for apple and 0 for non-apple. Data named "AOMC_30_"province"_"year".tif" means apple orchard map of "province" in China for "year".While for 2019 - 2021, they were provided in corresponding folders which contain ".tif" files for each province for the same year, respectively.<br>Title: AOMC: 30-m Resolution Apple Orchard Maps of China (2019-2021)Format: .tifPixel size: 30 m<br>Projection information: Asia North Albers Equal Area ConicNaming convention: "AOMC_30_Province_Year.tif" means apple orchard map of "Province" in China for "Year".<br><br><br>
DOI: 10.6084/m9.figshare.28113302.v1
title: <b>AOMC: 30-m Resolution Apple Orchard Maps of China (2019-2021)</b>

description: This dataset provides 30-m spatial resolution apple orchard maps (20) for 13 provinces in China including Shaanxi (SAX, 31.11 %), Gansu (GS, 12.47 %), Shandong (SD, 12.37 %), Shanxi (SX, 7.24 %), Liaoning (LN, 6.99 %), Hebei (HB, 6.77 %), Henan (HN, 5.90 %), Xinjiang (XJ, 3.48 %), Yunnan (YN, 2.74 %), Sichuan (SC, 2.29 %), Inner Mongolia (IM, 2.08 %), Ningxia (NX, 1.43 %), Jiangsu (JS, 1.43 %)). The mapped areas constitute over 96% of the apple orchard area in China.(1) Methodology and performanceUtilizing available Landsat-8 and Sentinel datasets, along with multi-source data including geographic information, remote sensing products, and meteorological data, we integrated various phenological conditions of apples in China to generate the first national-scale distribution map of apple orchards in China (AOMC) with a 30 m spatial resolution. Validations against field sample data and agricultural statistical data demonstrated the maps were in high accuracy.(2) Dataset informationThe dataset is provided in geotif (*.tif) format with pixel values of 1 for apple and 0 for non-apple. Data named "AOMC_30_"province"_"year".tif" means apple orchard map of "province" in China for "year".While for 2019 - 2021, they were provided in corresponding folders which contain ".tif" files for each province for the same year, respectively.<br>Title: AOMC: 30-m Resolution Apple Orchard Maps of China (2019-2021)Format: .tifPixel size: 30 m<br>Projection information: Asia North Albers Equal Area ConicNaming convention: "AOMC_30_Province_Year.tif" means apple orchard map of "Province" in China for "Year".<br><br><br>
DOI: 10.15468/dl.xj5k32
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.096652758619 -35.3251489837431,149.095913463522 -35.3264077674874,149.097209107049 -35.3269188388053,149.098414902123 -35.3254856030511,149.096652758619 -35.3251489837431)))"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004840-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9hp5r
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.094963934803 -35.3270566616665,149.095952306455 -35.3257082502716,149.093892444006 -35.3247130073857,149.094075955279 -35.3269830775723,149.094963934803 -35.3270566616665)))"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004839-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvrpp9
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.130992204288 -35.3198621984879,149.131801399539 -35.3197360382678,149.131141690363 -35.3189664909308,149.13045473985 -35.3192348462679,149.130992204288 -35.3198621984879)))"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004836-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrmsfb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.093828923617 -35.321667833638,149.092566029231 -35.3212985793941,149.092236555739 -35.3222218884031,149.093722159675 -35.3225808907077,149.093828923617 -35.321667833638)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004838-260126135527185/datasets/export for details.
DOI: 10.15468/dl.dsrzvk
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.068804706867 -35.2516363262187,149.068494344816 -35.2537521776545,149.069436387352 -35.2538125261213,149.069645340718 -35.2521230607503,149.068804706867 -35.2516363262187)))"
 ]
}

 The dataset includes 273 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004841-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bukfbd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.135904622406 -35.3187827654743,149.135384632685 -35.319193458129,149.139377362451 -35.319506688922,149.136080000932 -35.318630536602,149.135904622406 -35.3187827654743)))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004842-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18408761
title: Gravity models by IVM, CNN and IVM-CNN method

description: cover area between 125°E~150°E and 10°N~20°N
DOI: 10.5281/zenodo.18408760
title: Gravity models by IVM, CNN and IVM-CNN method

description: cover area between 125°E~150°E and 10°N~20°N
DOI: 10.6084/m9.figshare.31175509
title: Complete acid digestion of refractory chromite grains for accurate trace element analysis

description: We developed a complete acid digestion method for refractory chromite grains. To evaluate the effects of particle size and digestion procedure, the experimental dataset comprises four groups: (1) initial powder subjected to the conventional method, (2) ultrafine powder subjected to the conventional method, (3) initial powder subjected to the improved method, and (4) ultrafine powder subjected to the improved method. This design allows for a direct comparison of their impacts on chromite dissolution efficiency and the accuracy of subsequent trace element analysis. Additionally, the particle sizes of the initial and ultrafine powders were characterized and compared.
DOI: 10.6084/m9.figshare.31175509.v2
title: Complete acid digestion of refractory chromite grains for accurate trace element analysis

description: We developed a complete acid digestion method for refractory chromite grains. To evaluate the effects of particle size and digestion procedure, the experimental dataset comprises four groups: (1) initial powder subjected to the conventional method, (2) ultrafine powder subjected to the conventional method, (3) initial powder subjected to the improved method, and (4) ultrafine powder subjected to the improved method. This design allows for a direct comparison of their impacts on chromite dissolution efficiency and the accuracy of subsequent trace element analysis. Additionally, the particle sizes of the initial and ultrafine powders were characterized and compared.