cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4cvm3x
title: Occurrence Download

description: A dataset containing 567160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coraciidae"
 ]
}

 The dataset includes 567160 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027124-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gc8zl
title: Occurrence Download

description: A dataset containing 2899 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adansonia digitata L."
 ]
}

 The dataset includes 2899 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008769-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8rgu8
title: Occurrence Download

description: A dataset containing 7819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.3360741000000047 43.2215588999999980, -86.3360741000000047 43.2223795600000003, -86.3360741000000047 43.2233174599999970, -86.3360741000000047 43.2246070799999984, -86.3360741000000047 43.2258380700000018, -86.3360741000000047 43.2266001200000005, -86.3360741000000047 43.2275966400000016, -86.3360741000000047 43.2283586799999995, -86.3360741000000047 43.2295310599999993, -86.3360741000000047 43.2305861999999976, -86.3341426799999994 43.2305861999999976, -86.3328550600000000 43.2305861999999976, -86.3319771400000064 43.2305861999999976, -86.3302213000000052 43.2305861999999976, -86.3302213000000052 43.2295896799999966, -86.3302213000000052 43.2283000700000031, -86.3302213000000052 43.2274794000000000, -86.3302213000000052 43.2262484099999966, -86.3302213000000052 43.2249001699999980, -86.3302213000000052 43.2237277999999989, -86.3302213000000052 43.2229071300000030, -86.3302213000000052 43.2215588999999980, -86.3309821600000049 43.2215588999999980, -86.3322697800000043 43.2215588999999980, -86.3340256200000056 43.2215588999999980, -86.3351376499999930 43.2215588999999980, -86.3360741000000047 43.2215588999999980))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 7819 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151787-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmyk5h
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Leidesia Müll.Arg."
 ]
}

 The dataset's 10 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002845-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhgbdw
title: Occurrence Download

description: A dataset containing 8 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 Selaginellaceae"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059899-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqqfdm
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus baionensis Loisel.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 279 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415328-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taerbd
title: Occurrence Download

description: A dataset containing 649801 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Geometry POLYGON((-169.10156 70.14036,-168.39844 67.06743,-169.10156 59.17593,-173.32031 54.16243,-123.39844 17.97873,-77.69531 -28.92163,-87.77481 -60.35224,-36.68894 -56.97397,-37.61778 -39.24118,-30.1871 -17.37524,-37.61778 18.25951,-49.69262 45.41349,-36.91406 51.61802,-33.05072 65.16474,-9.87229 71.19014,-2.46094 83.59903,-66.44531 84.40594,-127.61719 81.09321,-149.41406 75.84517,-169.10156 70.14036))",
 "HasGeospatialIssue is false",
 "TaxonKey is Porzana Vieillot, 1816",
 "Year 1980-2021"
 ]
}

 The dataset includes 649801 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180315-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mmbuz
title: Occurrence Download

description: A dataset containing 632813 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium L."
 ]
}

 The dataset includes 632813 records from 1432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198987-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28533095
title: Supplementary information files for "Revisiting the effect of democracy on population health"

description: Supplementary files for article "Revisiting the effect of democracy on population health"I use a novel dichotomous measure of democracy to simulate a quasi-natural experiment and implement a difference-in-differences analysis to identify the heterogeneous treatment effect of democracy on population health across countries from 1960 to 2010. To counteract potential sources of bias resulting from unparallel and stochastic trends between treated and control units, I adopt a principal components difference-in-differences estimator that exploits factor proxies constructed from control units to account for unobserved trends. The main results indicate that countries that transitioned from non-democracy to democracy are more likely to experience health improvements, compared to countries retaining non-democratic institutions. However, the health-enhancing impact of democratization turns out to be much smaller in size than previously established. I posit that conventional estimates exaggerate the economic significance of the health returns to democratization due to inadequate attention to cross-border spillovers, global common shocks, and worldwide heterogeneity in the democracy-health nexus.©The Author(s), CC BY 4.0
DOI: 10.17028/rd.lboro.28533095.v1
title: Supplementary information files for "Revisiting the effect of democracy on population health"

description: Supplementary files for article "Revisiting the effect of democracy on population health"I use a novel dichotomous measure of democracy to simulate a quasi-natural experiment and implement a difference-in-differences analysis to identify the heterogeneous treatment effect of democracy on population health across countries from 1960 to 2010. To counteract potential sources of bias resulting from unparallel and stochastic trends between treated and control units, I adopt a principal components difference-in-differences estimator that exploits factor proxies constructed from control units to account for unobserved trends. The main results indicate that countries that transitioned from non-democracy to democracy are more likely to experience health improvements, compared to countries retaining non-democratic institutions. However, the health-enhancing impact of democratization turns out to be much smaller in size than previously established. I posit that conventional estimates exaggerate the economic significance of the health returns to democratization due to inadequate attention to cross-border spillovers, global common shocks, and worldwide heterogeneity in the democracy-health nexus.©The Author(s), CC BY 4.0
DOI: 10.15468/dl.4368dc
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Plantago asiatica L.",
 "Year 1970-2000"
 ]
}

 The dataset includes 492 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005165-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6er4n
title: Occurrence Download

description: A dataset containing 11505052 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 11505052 records from 4739 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005161-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fgshm
title: Occurrence Download

description: A dataset containing 18426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryas iulia (Fabricius, 1775)"
 ]
}

 The dataset includes 18426 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008907-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dpdqv
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Micrurus browni Schmidt & Smith, 1943",
 "Year 1960-2022"
 ]
}

 The dataset includes 200 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184809-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnn7b4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procypris mera Linnaeus, 1933"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330077-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csmh4z
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora stylosa Griffith",
 "Year 1970-2000"
 ]
}

 The dataset includes 805 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0376783-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.fx65negd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (28 records)
DOI: 10.15468/dl.fzccv9
title: Occurrence Download

description: A dataset containing 924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juglans neotropica Diels"
 ]
}

 The dataset includes 924 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pyj4x
title: Occurrence Download

description: A dataset containing 4235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.27473 49.28716,-123.21724 49.04186,-122.77857 49.0716,-122.77555 49.29505,-123.27473 49.28716))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Soricidae",
 "TaxonKey is Rodentia",
 "TaxonKey is Talpidae"
 ]
 }
 ]
}

 The dataset includes 4235 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0376796-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjysn6
title: Occurrence Download

description: A dataset containing 44808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thapsia villosa L., Muscari botryoides (L.) Mill., Vitex agnus-castus L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44808 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184817-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tytwbg
title: Occurrence Download

description: A dataset listing the 3902483 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3902483 records were derived from 61999 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104813-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14745154
title: Sample Dataset and Trained Model Parameters for Back-Projection Diffusion

description:  






We have uploaded a sample dataset for training and testing Back-Projection Diffusion. Trained model parameters for the dataset are also provided in tmp.zip.

For a formal description of the dataset, please refer to our preprint:

Borong Zhang, Martín Guerra, Qin Li, and Leonardo Zepeda-Núñez. "Back-Projection Diffusion: Solving the Wideband Inverse Scattering Problem with Diffusion Models." arXiv preprint arXiv:2408.02866 (2024).

In 10hsquares_trainingdata and 10hsquares_testdata, perturbations are stored as eta.h5 with the following structure:

eta.h5/      ├── /eta

The scattering data are stored as scatter.h5, or as scatter_order_n.h5 (n indicates the order of the stencil used for data generation) with the following structure:

scatter.h5/      ├── /scatter_imag_freq_1      ├── /scatter_real_freq_1      ├── /scatter_imag_freq_2      ├── /scatter_real_freq_2      ├── /scatter_imag_freq_3      ├── /scatter_real_freq_3

The tmp folder contains the trained model parameters.

For usage instructions, please refer to our GitHub repository:

https://github.com/borongzhang/back_projection_diffusion
DOI: 10.15468/dl.4apm44
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cortaderia selloana (Schult. & Schult.f.) Asch. & Graebn.",
 "Country is Réunion",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001529-250221090833381/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/10826430
title: BOS Kemdikbud
DOI: 10.5519/qd.0abo9lbw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (846 records)
DOI: 10.15468/dl.vgf2s5
title: Occurrence Download

description: A dataset containing 2693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus pycnocephalus L.",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2693 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001531-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7gg6u
title: Occurrence Download

description: A dataset containing 2998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus tenuiflorus Curtis",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2998 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001532-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hy27u
title: Occurrence Download

description: A dataset containing 5126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chondrilla juncea L.",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5126 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001533-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drm66p
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata (L.) R.M.King & H.Rob.",
 "Country is Côte d’Ivoire",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 105 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001534-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5segv4
title: Occurrence Download

description: A dataset containing 19282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata (L.) R.M.King & H.Rob.",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 19282 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001535-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wvkd6
title: Occurrence Download

description: A dataset containing 64846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium vulgare (Savi) Ten.",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 64846 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001536-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm9nmy
title: Occurrence Download

description: A dataset containing 4855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis vitalba L.",
 "Country is New Zealand",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 4855 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001537-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.he6mmb
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Codium fragile (Suringar) Har.",
 "Country is Canada",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1297 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001538-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a329ht
title: Occurrence Download

description: A dataset containing 5285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassula helmsii (Kirk) Cockayne",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5285 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001539-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j29sc
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassula helmsii (Kirk) Cockayne",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 469 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001540-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qx5zmn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindropuntia rosea (DC.) Backeb.",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001541-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rj5cxt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbopogon citratus (DC.) Stapf",
 "Country is Martinique",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001542-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yd2mf
title: Occurrence Download

description: A dataset containing 28272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptostegia grandiflora (Roxb.) R.Br.",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 28272 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001543-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbhph4
title: Occurrence Download

description: A dataset containing 121519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alces alces (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 121519 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001530-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.