cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ez5qg3
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Takifugu ocellatus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052350-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wy8fw
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formicivora iheringi Hellmayr, 1909"
 ]
}

 The dataset includes 460 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060424-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a57f7f
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Portugal",
 "Geometry POLYGON((-9.03661 40.29311,-5.92994 40.29311,-5.92994 42.1678,-9.03661 42.1678,-9.03661 40.29311))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypericum androsaemum L.",
 "Year 2000-2024"
 ]
}

 The dataset includes 185 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052352-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.him9im
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to September",
 "Country is Mexico",
 "TaxonKey is Columbiformes"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002213-150831095807960/datasets/export for details.
DOI: 10.15468/dl.4xffue
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Saguinus oedipus (Linnaeus, 1758)"
 ]
}

 The dataset includes 752 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241281-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyvadj
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus xylocarpus (Kurz) Markgr."
 ]
}

 The dataset includes 55 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298177-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stng57
title: Occurrence Download

description: A dataset containing 10575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Month is January",
 "Year 2020-2020"
 ]
}

 The dataset includes 10575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051131-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydts4c
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichilia florbranca T.D.Penn."
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002213-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8krdmp
title: Occurrence Download

description: A dataset containing 3373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prosopis L."
 ]
}

 The dataset includes 3373 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232838-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmgznk
title: Occurrence Download

description: A dataset containing 1427715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Coordinate invalid",
 "Issue is Coordinate rounded",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Footprint SRS invalid",
 "Issue is Footprint WKT invalid",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Recorded date invalid",
 "Issue is Recorded date unlikely",
 "Issue is Taxon match fuzzy",
 "Issue is Taxon match higher rank",
 "Issue is Taxon match aggregate",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Basis of record invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid",
 "Issue is Individual count conflicts with occurrence status",
 "Issue is Occurrence status unparsable",
 "Issue is Occurrence status inferred from individual count",
 "Issue is ccurrence status inferred from basis of record",
 "Issue is Georeferenced date unlikely",
 "Issue is Georeferenced date invalid",
 "Issue is Ambiguous institution",
 "Issue is Ambiguous collection",
 "Issue is Institution match none",
 "Issue is Collection match none",
 "Issue is Institution match fuzzy",
 "Issue is Collection match fuzzy",
 "Issue is Institution collection mismatch",
 "Issue is Possibly on loan",
 "Issue is Different owner institution"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiopsida",
 "Year 1945-2021"
 ]
}

 The dataset includes 1427715 records from 693 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313366-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8i0k2m
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neotoma devia Goldman, 1927"
 ]
}

 The dataset includes 544 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007453-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7sh7u
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anredera scandens (L.) Moq."
 ]
}

 The dataset includes 68 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050009-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjmv6k
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.7959 -18.76465,-69.65332 -18.50098,-68.33496 -16.3916,-68.24707 -10.7666,-72.37793 -6.72363,-69.30176 -4.1748,-69.47754 -1.97754,-75.89355 0.65918,-76.4209 -1.27441,-79.2334 -3.82324,-80.99121 -3.03223,-82.22168 -5.58105,-76.86035 -14.98535,-70.7959 -18.76465))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Fimbristylis dichotoma (L.) Vahl",
 "TaxonKey is Fimbristylis dichotoma Linnaeus, 1753",
 "TaxonKey is Fimbristylis dichotoma Hook.f., 1864"
 ]
 }
 ]
}

 The dataset includes 80 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246430-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ttcqz
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machilus yunnanensis Lecomte"
 ]
}

 The dataset includes 329 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pecxbj
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Antarctic Isopods"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007453-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewlvwt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protozoa",
 "DecimalLatitude is greater than 24.2945427695354",
 "DecimalLatitude is less than 24.9969309314852",
 "DecimalLongitude is greater than -83.2639904106664",
 "DecimalLongitude is less than -82.4687496059196"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007126-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57edhx
title: Occurrence Download

description: A dataset containing 60107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus leucopus (Rafinesque, 1818)",
 "Year 1899-2021"
 ]
}

 The dataset includes 60107 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266082-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hmfye
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neocosmospora solani (Mart.) L.Lombard & Crous",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393763-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzteil
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosera salina N.Marchant & Lowrie"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007453-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ajmqc
title: Occurrence Download

description: A dataset containing 70781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylia"
 ]
}

 The dataset includes 70781 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080680-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rtuxr
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus pedrottii Spinosi ex Dunkel"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091284-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4m73u
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchosia leandrii Du Puy & Labat"
 ]
}

 The dataset includes 70 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091283-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9nghz
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdophyllum calophyllum (Hook.fil.) Tiegh."
 ]
}

 The dataset includes 1178 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091285-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ahfc7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex rubra S.Watson",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091287-240321170329656/datasets/export for details.
DOI: 10.15468/dl.r4mebv
title: Occurrence Download

description: A dataset containing 16948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus L.",
 "Country is one of (United States of America, Canada)",
 "Year is greater than or equal to 1979"
 ]
}

 The dataset includes 16948 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091276-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hx32a
title: Occurrence Download

description: A dataset containing 719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis clavata Trin.",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 719 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091286-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpzrjc
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron eymae Sleumer"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0091288-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10866272
title: Similarity data set used to test Synchronous Growth Changes (SGC) on dendrochronological data using tree-ring series from the ITRDB

description: Dataset used to test the SGC, SSGC and AGC in:



Visser, RM. 2021 On the similarity of tree-ring patterns: Assessing the influence of semi-synchronous growth changes on the Gleichläufigkeitskoeffizient for big tree-ring data sets. Archaeometry 63(1): 204–215. DOI: https://doi.org/10.1111/arcm.12600.


The dataset contains the database used in this study



itrdb_structure.sql described the structure of the database (PostgreSQL/PostGIS)

Tables



GC_??_tbl are tables with ?? denoting the continent (see below) containg the comparisons between tree-ring series and the growth changes



The following columns are present:



ID1 and ID2: These are the ID's of the series compared.

SGC: Synchronous Growth Changes

SSGC: Semi Synchronous Growth Changes

Overlap: the number of tree-rings compared



Data files with values in each table. The continents are as defined in the ITRDB (https://www.ncei.noaa.gov/access/paleo-search/?dataTypeId=18) 



GC_af_tbl_202005 (Africa)

GC_as_tbl_202005 (Asia)

GC_au_tbl_202005 (Australia)

GC_ca_tbl_202005 (Canada)

GC_eu_tbl_202005 (Europe)

GC_mx_tbl_202005 (Mexico)

GC_sa_tbl_202005 (South America)

GC_us_tbl_202005 (North America)





headers:



The following columns are present:



continent: two letter code of the continent (ITRDB)

filename: orginal filename as deposited in the ITRDB

line_nr: line number of the header

header_text: text of the header related to the line number



Datafile: headers_201905222007.csv



names:



The following columns are present:



filename: orginal filename as deposited in the ITRDB

name_orig: orginal name of the tree-ring series as deposited in the ITRDB

name_new: the IDs of the tree-ring series were replaced with a two‐letter code for the continent (AF, AS, AU, CA, EU, SA, US) and a sequence code to prevent duplicate IDs. These are used as ID1 and ID2 in  the tables GC_??_tbl



Datafile: names_201905240643.csv





file: geo_location_201906250635.csv



Contains the locations related to each site in the database

The following columns:



filename: orginal filename as deposited in the ITRDB

continent: two letter code of the continent (ITRDB)

lat: latitude

long: longitude

geom_point: WGS84 coordinates expressed as well-known text (WKT)






For the related code, see also: 

Ronald Visser. (2022). Code and data related to semi-synchronous growth changes and the similarity of tree-ring patterns (v1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7157738

Or: https://github.com/RonaldVisser/SGC
DOI: 10.5281/zenodo.10866271
title: Similarity data set used to test Synchronous Growth Changes (SGC) on dendrochronological data using tree-ring series from the ITRDB

description: Dataset used to test the SGC, SSGC and AGC in:



Visser, RM. 2021 On the similarity of tree-ring patterns: Assessing the influence of semi-synchronous growth changes on the Gleichläufigkeitskoeffizient for big tree-ring data sets. Archaeometry 63(1): 204–215. DOI: https://doi.org/10.1111/arcm.12600.


The dataset contains the database used in this study



itrdb_structure.sql described the structure of the database (PostgreSQL/PostGIS)

Tables



GC_??_tbl are tables with ?? denoting the continent (see below) containg the comparisons between tree-ring series and the growth changes



The following columns are present:



ID1 and ID2: These are the ID's of the series compared.

SGC: Synchronous Growth Changes

SSGC: Semi Synchronous Growth Changes

Overlap: the number of tree-rings compared



Data files with values in each table. The continents are as defined in the ITRDB (https://www.ncei.noaa.gov/access/paleo-search/?dataTypeId=18) 



GC_af_tbl_202005 (Africa)

GC_as_tbl_202005 (Asia)

GC_au_tbl_202005 (Australia)

GC_ca_tbl_202005 (Canada)

GC_eu_tbl_202005 (Europe)

GC_mx_tbl_202005 (Mexico)

GC_sa_tbl_202005 (South America)

GC_us_tbl_202005 (North America)





headers:



The following columns are present:



continent: two letter code of the continent (ITRDB)

filename: orginal filename as deposited in the ITRDB

line_nr: line number of the header

header_text: text of the header related to the line number



Datafile: headers_201905222007.csv



names:



The following columns are present:



filename: orginal filename as deposited in the ITRDB

name_orig: orginal name of the tree-ring series as deposited in the ITRDB

name_new: the IDs of the tree-ring series were replaced with a two‐letter code for the continent (AF, AS, AU, CA, EU, SA, US) and a sequence code to prevent duplicate IDs. These are used as ID1 and ID2 in  the tables GC_??_tbl



Datafile: names_201905240643.csv





file: geo_location_201906250635.csv



Contains the locations related to each site in the database

The following columns:



filename: orginal filename as deposited in the ITRDB

continent: two letter code of the continent (ITRDB)

lat: latitude

long: longitude

geom_point: WGS84 coordinates expressed as well-known text (WKT)






For the related code, see also: 

Ronald Visser. (2022). Code and data related to semi-synchronous growth changes and the similarity of tree-ring patterns (v1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7157738

Or: https://github.com/RonaldVisser/SGC
DOI: 10.5281/zenodo.10911443
title: Semantic segmentation model of construction waste landfill based on high-resolution satellite images

description: CWLD_model project shows scripts and instructions on how to use this dataset (https://zenodo.org/records/10686118) to train a segmentation model. requirements.txt files provide the libraries you need to run your project. The README.md document details the deployment process and features of each module.

You can also visit the GitHub page for scripts and instructions on how to use this dataset for visualizing and plotting basic statistics. The models and the code to execute them are released on https://github.com/huangleinxidimejd/CWLD_Model.

Training details

The model was trained with two GPUs, an Nvidia GeForce RTX 2080Ti, and the following parameters:



'train_batch_size': 4,

'val_batch_size': 4,

'train_crop_size': 512,

'val_crop_size': 512,

'lr': 0.001, # the learning rate used during training. It determines how quickly the model learns from the data

'Epoch Times': 200,

'gpu': correct,

'weight_decay': 5E-4,

'Momentum': 0.9,

'print_freq': 100,

'predict_step': 5,


usage



After downloading the dataset from Zenodo, place the train and val files from the Deep Learning Datasets file into the data folder of the CWLD semantic segmentation model.

Open: CWLD_ Open the root directory in CWLD_model/dataset/ and start training with the WasteSeg_Train.py file. The modelss module provides five convolutional networks, Improved_DeeplabV3_plus, PSPNet, ResNet, SegNet, and UNet, which can be selected and modified accordingly.

The utils package provides a large number of data processing tools to use.

The trained model can be predicted from a EvalSeg.py file.