cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13905963
title: The accelerating loss of resilience in suburban woodlands can largely be attributed to changes in urban precipitation patterns

description: Vegetation resilience holds significant importance for stabilizing ecosystem service functions in a changing climate. While global land surface vegetation resilience changes have been extensively studied, the impact of urbanization on the resilience of suburban woodlands remains inadequately understood. In this study, we utilized two Critical Slowing Down (CSD) indicators, namely lag-one autocorrelation (LOA) and variance (VA), to assess the vegetation resilience, its long-term trends, and influencing factors in suburban woodlands across 1,356 cities worldwide. The recovery rates estimated by LOA (rr1) and VA (rr2) showed close alignment in suburban woodlands with low suburban forest coverage (SFC) areas (correlation coefficient (r)=0.95). However, a notable divergence was observed in areas with high SFC (r=0.73). Suburban woodlands with high SFC typically exhibited lower recovery rate estimates, thus indicating greater vegetation resilience compared to areas with lower SFC. From 1986 to 2022, the recovery rates of suburban woodland areas in over 83% of the cities demonstrated a significant upward trend, with an average of 3.23×10−3 yr−1 for both rr1 and rr2, signifying a widespread decline in vegetation resilience. The accelerating pace of urbanization led to higher rising rates of rr1 and rr2 during 2010-2022 (5.11×10−3 yr−1) compared to 1986-1999 (0.49×10−3 yr−1). The notable decrease in resilience of forestland was primarily attributed to reduced precipitation in urban suburbs, which can be explained by urbanization-induced heat island and building barrier effects, causing a shift of precipitation center from urban suburbs to central cities. In summary, this study revealed that urbanization diminishes the vegetation resilience of urban suburban woodlands by altering urban precipitation patterns. These findings underscore the necessity of augmenting water availability in urban suburbs to restore resilience in these woodlands, thereby enhancing their ecosystem service value.
DOI: 10.5281/zenodo.13905964
title: The accelerating loss of resilience in suburban woodlands can largely be attributed to changes in urban precipitation patterns

description: Vegetation resilience holds significant importance for stabilizing ecosystem service functions in a changing climate. While global land surface vegetation resilience changes have been extensively studied, the impact of urbanization on the resilience of suburban woodlands remains inadequately understood. In this study, we utilized two Critical Slowing Down (CSD) indicators, namely lag-one autocorrelation (LOA) and variance (VA), to assess the vegetation resilience, its long-term trends, and influencing factors in suburban woodlands across 1,356 cities worldwide. The recovery rates estimated by LOA (rr1) and VA (rr2) showed close alignment in suburban woodlands with low suburban forest coverage (SFC) areas (correlation coefficient (r)=0.95). However, a notable divergence was observed in areas with high SFC (r=0.73). Suburban woodlands with high SFC typically exhibited lower recovery rate estimates, thus indicating greater vegetation resilience compared to areas with lower SFC. From 1986 to 2022, the recovery rates of suburban woodland areas in over 83% of the cities demonstrated a significant upward trend, with an average of 3.23×10−3 yr−1 for both rr1 and rr2, signifying a widespread decline in vegetation resilience. The accelerating pace of urbanization led to higher rising rates of rr1 and rr2 during 2010-2022 (5.11×10−3 yr−1) compared to 1986-1999 (0.49×10−3 yr−1). The notable decrease in resilience of forestland was primarily attributed to reduced precipitation in urban suburbs, which can be explained by urbanization-induced heat island and building barrier effects, causing a shift of precipitation center from urban suburbs to central cities. In summary, this study revealed that urbanization diminishes the vegetation resilience of urban suburban woodlands by altering urban precipitation patterns. These findings underscore the necessity of augmenting water availability in urban suburbs to restore resilience in these woodlands, thereby enhancing their ecosystem service value.
DOI: 10.15468/dl.6xgwbq
title: Occurrence Download

description: A dataset containing 2505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-100.87873 19.63031,-100.76129 19.63031,-100.76129 19.70328,-100.87873 19.70328,-100.87873 19.63031))",
 "Issue is Geodetic datum assumed WGS84"
 ]
}

 The dataset includes 2505 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003589-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2gw1dt
title: CCDC 2290106: Experimental Crystal Structure Determination

description: Related Article: Jiazhu Luo, Guokun Yang, Guozhen Zhang, Zhenteng Huang, Junjie Peng, Yixiang Luo, Xinjie Wang, Cuiting Yang, Jun Jiang, Derong Cao, Banglin Chen, Hao Tang, Jing Xiao|2024|Chem (Cell Press)|10|3148|doi:10.1016/j.chempr.2024.06.007
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gw1cs
title: CCDC 2290105: Experimental Crystal Structure Determination

description: Related Article: Jiazhu Luo, Guokun Yang, Guozhen Zhang, Zhenteng Huang, Junjie Peng, Yixiang Luo, Xinjie Wang, Cuiting Yang, Jun Jiang, Derong Cao, Banglin Chen, Hao Tang, Jing Xiao|2024|Chem (Cell Press)|10|3148|doi:10.1016/j.chempr.2024.06.007
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.yd7vjs
title: Occurrence Download

description: A dataset containing 1577965 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WildNet - Queensland Wildlife Data"
 ]
}

 The dataset includes 1577965 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003586-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5hnqz
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Guacamaya superba Maguire"
 ]
}

 The dataset includes 169 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003591-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um7c8s
title: Occurrence Download

description: A dataset containing 1246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lactarius indigo (Schwein.) Fr."
 ]
}

 The dataset includes 1246 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003592-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mey9b6
title: Occurrence Download

description: A dataset containing 75375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is EX",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 75375 records from 900 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003590-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7pjys
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioglossum duplex (Dalla Torre, 1896)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 184 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188032-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17126
title: Minute book no. 8, PMU, AoG GB, HRMC, Jan. 1930 - July 1933

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No.8 including Home Reference Missionary Council annual statement, 37 pages of index followed by 203 pages of minutes relating to missionaries and ends with new missionary applications. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.gbz2tt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iriartea deltoidea Ruiz & Pav.",
 "HasCoordinate is TRUE",
 "Continent is South America",
 {
 "or" : [
 "Elevation is 0m",
 "Elevation is 7000m"
 ]
 }
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005180-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvuh78
title: Occurrence Download

description: A dataset containing 1293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Trigonella gladiata Steven ex M.Bieb."
 ]
}

 The dataset includes 1293 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019260-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17555
title: Minute book no. 9, PMU, AoG GB, HRMC, Aug. 1933 - July 1936

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 9 including Home Reference Missionary Council annual statement, 69 pages of index followed by 209 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.ep2myd
title: Occurrence Download

description: A dataset containing 75436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cochlearia L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 75436 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146461-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a7chf
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Geonoma chlamydostachys Galeano",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005180-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17553
title: Minute book no. 9, PMU, AoG GB, HRMC, Aug. 1933 - July 1936

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 9 including Home Reference Missionary Council annual statement, 69 pages of index followed by 209 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.2ka9y2
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Ducula latrans",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1374 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070236-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nddtrd
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontarrhena smolikana (Nyár.) Španiel, Al-Shehbaz, D.A.German & Marhold"
 ]
}

 The dataset includes 38 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146433-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17725
title: Minute book no. 9, PMU, AoG GB, HRMC, Aug. 1933 - July 1936

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 9 including Home Reference Missionary Council annual statement, 69 pages of index followed by 209 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.6fzdx2
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sophora toromiro (Phil.) Skottsb."
 ]
}

 The dataset includes 49 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005180-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17575
title: Minute book no. 9, PMU, AoG GB, HRMC, Aug. 1933 - July 1936

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 9 including Home Reference Missionary Council annual statement, 69 pages of index followed by 209 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.35greu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olimarabidopsis cabulica (Hook.f. & Thomson) Al-Shehbaz, O'Kane & R.A.Price"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146472-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zchhk
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pamphalea cardaminefolia Less."
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059076-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-17626
title: Minute book no. 9, PMU, AoG GB, HRMC, Aug. 1933 - July 1936

description: [description english/roman)] Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 9 including Home Reference Missionary Council annual statement, 69 pages of index followed by 209 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues
DOI: 10.15468/dl.qnj54s
title: Occurrence Download

description: A dataset containing 294452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papaver rhoeas L."
 ]
}

 The dataset includes 294452 records from 2196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060054-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv3vcr
title: Occurrence Download

description: A dataset containing 14946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litopenaeus setiferus (Linnaeus, 1767)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 14946 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025269-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7rymz2css9
title: The Effect of Uncertainty on Output: Instruments, Identification, and the Role of Investment

description: This is the replication package for this paper: The Effect of Uncertainty on Output: Instruments, Identification, and the Role of Investment
DOI: 10.17632/7rymz2css9.1
title: The Effect of Uncertainty on Output: Instruments, Identification, and the Role of Investment

description: This is the replication package for this paper: The Effect of Uncertainty on Output: Instruments, Identification, and the Role of Investment
DOI: 10.15468/dl.f4prx7
title: Occurrence Download

description: A dataset listing the 3473 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.5982 49.16129,-114.0959 48.43599,-113.5647 48.21126,-113.1375 48.32352,-113.5765 49.00327,-114.064 49.26513,-114.5982 49.16129))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 3473 records were derived from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025260-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ys2m-9779
title: "Comparative Analysis of  Machine Learning and Deep Learning Based Error Correction in GPS\/IMU Localization for Autonomous Vehicl"

description: "Machine learning and deep learning techniques offer promising solutions to the challenge of integration drift in autonomous vehicles localization. This study and ongoing research program evaluates the performance of various machine learning models for predicting longitude and latitude in autonomous vehicles. The models considered include Decision Tree (DT), Random Forest (RF), Linear Regression (LR), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU). The performance of each model was assessed using the Mean Squared Error (MSE) metric, with the following results: the Random Forest model achieved the lowest MSE of 8.5322e- 06, indicating superior accuracy in predicting geographic coordinates. Linear Regression closely followed with a MSE of 8.3323e-06, demonstrating strong performance as well. The Decision Tree model showed a MSE of 1.6934e-05, slightly less accurate than RF and LR. The LSTM model, which produced a MSE of 0.0005968, and the GRU model with a MSE of 9.3090e- 05, performed significantly worse, indicating that they are less suitable for this specific longitude and latitude prediction task. These results determined by quantitative analysis highlights that ensemble-based methods like Random Forest provide the most accurate and reliable predictions for autonomous vehicle localization, making them the preferred model for this application "
DOI: 10.15468/dl.zxaj2a
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus aeneus (Burchell, 1822)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 270 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025270-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9ue25
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Canis megalotis Desmarest, 1822",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025271-250525065834625/datasets/export for details.
DOI: 10.17632/42r5nbnsyd
title: Tebentafusp JAAD Supplemental Table & Figure

description: Tebentafusp JAAD Supplemental Table & Figure
DOI: 10.17632/42r5nbnsyd.1
title: Tebentafusp JAAD Supplemental Table & Figure

description: Tebentafusp JAAD Supplemental Table & Figure
DOI: 10.15468/dl.z5n8um
title: Occurrence Download

description: A dataset containing 1094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palaemon pugio (Holthuis, 1949)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 1094 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025272-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yj9gjh5zpb
title: Influence of (in)congruence aroma of digital food ads on consumer responses

description: Data from 260 participants with/ without aroma (in)congruent.
DOI: 10.17632/yj9gjh5zpb.1
title: Influence of (in)congruence aroma of digital food ads on consumer responses

description: Data from 260 participants with/ without aroma (in)congruent.