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

description: A dataset containing 4179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcosoma globosum (Schmidel) Rehm"
 ]
}

 The dataset includes 4179 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009812-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8s6vn
title: Occurrence Download

description: A dataset containing 15555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.86612350176605 -1.4635699148019299,-77.20052577879477 -1.4635699148019299,-77.20052577879477 0.2020278081693565,-78.86612350176605 0.2020278081693565,-78.86612350176605 -1.4635699148019299))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 15555 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005618-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qugaop
title: Occurrence Download

description: A dataset containing 11668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Ocreatus underwoodii (R.Lesson, 1832)"
 ]
}

 The dataset includes 11668 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018375-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tptrk8
title: Occurrence Download

description: A dataset containing 5072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Anodorhynchus hyacinthinus (Latham, 1790)"
 ]
}

 The dataset includes 5072 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117437-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryu6bz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum patulum Pomel"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060163-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qoeciy
title: Occurrence Download

description: A dataset containing 175429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-28.05524 -50.80996,77.88334 -50.80996,77.88334 56.04715,-28.05524 56.04715,-28.05524 -50.80996))",
 "HasCoordinate is true",
 "TaxonKey is Liliaceae"
 ]
}

 The dataset includes 175429 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018381-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yxc8x
title: Occurrence Download

description: A dataset containing 43602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.41711 36.73514,-6.15344 36.2476,-5.83704 36.1483,-5.55579 36.01334,-5.36243 36.1483,-5.16907 36.43874,-4.69446 36.51648,-6.01282 37.21961,-6.41711 36.73514))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 43602 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118568-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpun5p
title: Occurrence Download

description: A dataset containing 1105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Habropoda laboriosa (Fabricius, 1804)"
 ]
}

 The dataset includes 1105 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025555-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8msqjb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Geometry POLYGON((60 0,150 0,150 80,60 80,60 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbiaceae"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059663-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pmm38
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United Arab Emirates",
 "Country is Iran (Islamic Republic of)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carangoides ferdau (Forsskål, 1775)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030962-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paahtz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-78.5907 -4.13086,-72.04285 -4.13086,-72.04285 -1.61499,-78.5907 -1.61499,-78.5907 -4.13086))",
 "TaxonKey is Cyclopes didactylus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085315-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj6f6h
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus rzedowskii Madrigal & M.Caball."
 ]
}

 The dataset includes 420 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085314-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y8f52
title: Occurrence Download

description: A dataset containing 12185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hieracium aurantiacum L."
 ]
}

 The dataset includes 12185 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264037-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tnq6z
title: Occurrence Download

description: A dataset containing 1078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrolimus superans (Butler, 1877)"
 ]
}

 The dataset includes 1078 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012523-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vw2wc
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremitalpa granti (Broom, 1907)"
 ]
}

 The dataset includes 173 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0350310-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwe2km
title: Occurrence Download

description: A dataset containing 8445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spatula clypeata (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 8445 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151631-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycbreq
title: Occurrence Download

description: A dataset containing 17046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "Geometry POLYGON((-91.60887 37.13233,-87.01739 37.13233,-87.01739 45.93396,-91.60887 45.93396,-91.60887 37.13233))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Andrenidae",
 "Year 1899-2021"
 ]
}

 The dataset includes 17046 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025557-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah2su4
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-149.12437 15.17131,-39.70911 15.17131,-39.70911 59.01193,-149.12437 59.01193,-149.12437 15.17131))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Smilodon Lund, 1842"
 ]
}

 The dataset includes 563 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025560-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttnxkm
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation",
 "TaxonKey is Pongo abelii Lesson, 1827"
 ]
}

 The dataset includes 292 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059664-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.445de8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carangoides fulvoguttatus (Forsskål, 1775)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030967-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phfak9
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centris errans Fox, 1899"
 ]
}

 The dataset includes 59 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025556-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p23ecg
title: Occurrence Download

description: A dataset listing the 2860 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is United States of America",
 "GadmGid is USA.45.27_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 2860 records were derived from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025562-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywqjz4
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Distichlis palmeri (Vasey) Fassett ex I.M.Johnst."
 ]
}

 The dataset includes 153 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030965-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cx3ap
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus rzedowskii Madrigal & M.Caball."
 ]
}

 The dataset includes 420 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085318-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgpw67
title: Occurrence Download

description: A dataset containing 2640 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-73.41943 -9.13403,-73.78857 -10.13599,-72.32959 -10.94458,-72.03076 -9.25708,-73.41943 -9.13403))"
 ]
}

 The dataset includes 2640 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030966-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5n4hw
title: Occurrence Download

description: A dataset containing 64633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.23254 36.42327,-6.16223 36.19663,-5.59094 36.01201,-5.34485 36.15407,-4.63293 36.52928,-3.86829 36.76903,-5.67883 37.61619,-6.03918 37.51169,-6.45227 36.74791,-6.23254 36.42327))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 64633 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118571-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuik4t
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calyptranthes bipennis O.Berg"
 ]
}

 The dataset includes 266 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010490-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jcvee
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koenigia tortuosa (D.Don) T.M.Schust. & Reveal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 327 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262924-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arjank
title: Occurrence Download

description: A dataset containing 708672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polychaeta"
 ]
}

 The dataset includes 708672 records from 384 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262926-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q9z6b
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Finland",
 "Country is Norway",
 "Country is Sweden"
 ]
 },
 "TaxonKey is Neoascia geniculata (Meigen, 1822)"
 ]
}

 The dataset includes 481 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263364-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsm5xc
title: Occurrence Download

description: A dataset containing 663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.46637 36.72418,-4.44978 36.72418,-4.44978 36.73574,-4.46637 36.73574,-4.46637 36.72418))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 663 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085320-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qbrok
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Centre for Genetic Resources, the Netherlands, PGR passport data"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017683-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nygwvy
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koenigia rumicifolia (Royle ex Bab.) T.M.Schust. & Reveal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej3sb5
title: Occurrence Download

description: A dataset containing 42884142 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is United States of America",
 "Geometry POLYGON((-117.17468 32.47559,-114.41711 32.69531,-114.38416 33.03589,-114.58191 33.16772,-114.39514 33.87085,-114.02161 34.26636,-114.49402 34.99146,-115.32898 35.57373,-116.06506 36.21094,-116.83548 37.01294,-118.06458 37.76001,-122.05261 37.72705,-122.547 37.40845,-122.31628 37.06787,-122.09656 36.90308,-121.88782 36.91406,-121.81126 36.83441,-121.8219 36.67236,-121.95992 36.63391,-121.99768 36.52954,-121.8988 36.23291,-121.62689 36.06262,-121.22864 35.52979,-120.92102 35.38696,-120.95398 35.22217,-120.76721 35.10132,-120.69031 35.07935,-120.69031 34.54102,-120.48157 34.37622,-119.53674 34.28833,-119.10828 34.04663,-117.8009 33.45337,-117.50427 33.11279,-117.17468 32.47559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 42884142 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030969-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq42z5
title: Occurrence Download

description: A dataset containing 286961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-7.66406 36.08995,-4.97461 35.87837,-0.95801 36.08995,-0.95801 38.43638,-4.31543 38.94232,-7.66406 38.43638,-7.66406 36.08995))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 286961 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118572-210914110416597/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/9214856
title: Layline Shareholder activism dataset
DOI: 10.25919/n0sx-7g36
title: RNAseq of 50 oat cultivars

description: RNAseq from mock inoculated and inoculated (Puccinia coronata f. sp. avenae) leaf tissue for 50 oat cultivars.
DOI: 10.6084/m9.figshare.26532163
title: 基于graphormer的轨迹特征图分类用于运输方式识别

description: 压缩的 code&data.rar 文件包含 6.py 个文件和 3.csv 个文件。<br>它们是：Trajectoryfeaturegraphconstruction。Py，参数。Py，模型。Py，主要。Py，层。Py，数据。Py， Track_segment_after_preprocessing （8 .4.10.400）.csv， Track_segment_after_preprocessing（8.4.20.400）.csv， Track_segment_after_preprocessing（8.4.30.200）.csv.<br>Trajectoryfeaturegraphconstruction.py 是TF-Graph的构造代码。parameter.py 用于设置训练的超参数model.py 和 layer.py 是 Graphormer 模型Data.py 准备数据集Main.py 是要运行的主要文件Track_segment_after_preprocessing（8.4.10.400）.csv TF-Graphs 构建为每个轨道段 10 个点，每个出行模式 400 个点Track_segment_after_preprocessing（8.4.20.400）.csv TF-Graphs，每个轨道段20个点，每个出行模式400个点Track_segment_after_preprocessing（8.4.30.200）.csv TF-Graphs 构建为每个轨道段 30 个点，每个出行模式 200 个点
DOI: 10.6084/m9.figshare.26532163.v2
title: 基于graphormer的轨迹特征图分类用于运输方式识别

description: 压缩的 code&data.rar 文件包含 6.py 个文件和 3.csv 个文件。<br>它们是：Trajectoryfeaturegraphconstruction。Py，参数。Py，模型。Py，主要。Py，层。Py，数据。Py， Track_segment_after_preprocessing （8 .4.10.400）.csv， Track_segment_after_preprocessing（8.4.20.400）.csv， Track_segment_after_preprocessing（8.4.30.200）.csv.<br>Trajectoryfeaturegraphconstruction.py 是TF-Graph的构造代码。parameter.py 用于设置训练的超参数model.py 和 layer.py 是 Graphormer 模型Data.py 准备数据集Main.py 是要运行的主要文件Track_segment_after_preprocessing（8.4.10.400）.csv TF-Graphs 构建为每个轨道段 10 个点，每个出行模式 400 个点Track_segment_after_preprocessing（8.4.20.400）.csv TF-Graphs，每个轨道段20个点，每个出行模式400个点Track_segment_after_preprocessing（8.4.30.200）.csv TF-Graphs 构建为每个轨道段 30 个点，每个出行模式 200 个点
DOI: 10.25919/5c0f637dbeb7a
title: Critical knowledge gaps for pests and beneficials in Australian grain production systems

description: We are currently limited in our ability to predict when and where invertebrate pest densities will reach high levels and cause yield loss in grain crops across Australia. This is partly due to a lack of fundamental knowledge around pest and beneficial species distribution and the factors that influence population abundance. This collection will generate new knowledge about the life-cycle and biology of a range of pest and beneficial species across southern and western regions, which will enable pathways for better insecticide-use decision-making and the proactive management of pests.