cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dd.nkvgzf
title: Distribution of denitrifiers predicted by correlative niche modeling of changing environmental conditions and future climatic scenarios across the Baltic Sea

description: Summary of datasets used in [study](https://doi.org/10.1016/j.ecoinf.2023.102346)
DOI: 10.15468/dl.azzj5j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paralithodes brevipes (H.Milne-Edwards & Lucas, 1841)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016578-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.92nb3h
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.zw85u8
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.xp5cu6
title: Unravelling the ecological drivers of Schistostega pennata (Hedw.) F.Weber & D.Mohr on the Iberian Peninsula: distribution and conservation

description: Summary of datasets used in [study](https://doi.org/10.1080/03736687.2023.2260114)
DOI: 10.15468/dd.y4pbw7
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.zynnvb
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.knwp78
title: Natural history specimens collected and/or identified and deposited (by Zoë Goodwin)

description: Summary of datasets used referenced
DOI: 10.15468/dd.sy7jqs
title: Portugal's species which Genus have reported Sap economic usage

description: The main genus' with economic importance for sap production reportedly are *Acer* and *Betula*.
The corresponding species native to Portugal are:

*Acer pseudoplatanus*;
*Acer monspessulanum*;
*Betula pubescens*;

Moreover, *Betula pubescens* may be reported under different genus: *B. pendula* and *B. celtiberica*. The first as misidentification or as escaped from cultivation, the latter from a previous taxonomic name.

The results were filtered for:

Mainland Portugal
Remove points under 2 km away from Portugal's centroid
Observations from year greater or equal than 1950
Observations with coordinate uncertainty less than 15 km
No Geospatial issues
Author license: remove observations with the older license CC_0_1_0
DOI: 10.15468/dd.4qv9d3
title: Modeling Current and Future Distribution of Cochlodina laminata in Eastern Europe under Climate Change

description: Summary of datasets used in [study](https://doi.org/10.3390/d15111155)
DOI: 10.15468/dd.mzshc4
title: Natural history specimens collected and/or identified and deposited (by by Eustace Ralph Bankes)

description: Summary of datasets referenced
DOI: 10.15468/dd.95b4hk
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.k5vqyu
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.5pb5zz
title: Distribution, conservation assessment and management perspectives of Chilean micro-snails of the family Charopidae

description: Summary of datasets used in [study](https://doi.org/10.3897/natureconservation.53.100631)
DOI: 10.15468/dd.se5kef
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.j8spdp
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.wp5pkd
title: A Dataset of Small-Mammal Detections in West Africa and their Associated Micro-Organisms

description: Summary of datasets used in [study](https://doi.org/10.32388/ZB04GW)
DOI: 10.15468/dd.dqucsy
title: UCLG County Roads Turtle Occurrences

description: Turtle occurrences within 30 metres of county roads in the United Counties of Leeds and Grenville, used in a turtle road mortality study.
DOI: 10.15468/dd.n93gab
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.y6sse7
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.33wdx5
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fg58vv
title: To clean or not to clean: Cleaning open-source data improves extinction risk assessments for threatened plant species

description: Summary of datasets used in [study](https://doi.org/10.1111/csp2.311)
DOI: 10.15468/dd.jyz36w
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.m8ejza
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.mnk9eu
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.suepyc
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.tp2gh4
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.gss8w9
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.gun823
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.qaga4r
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.rnakvf
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.wgnadw
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.mgp2ax
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.uav6pk
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.daaruj
title: GridDER: Grid Detection and Evaluation in R

description: Summary of datasets used in [study](https://doi.org/10.1016/j.ecoinf.2023.102391)
DOI: 10.15468/dd.p5e7gf
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.c3xc9j
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.wgj4v8
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.kx4tmj
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.wsq55p
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hy43v7
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.v9hhdq
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.bkz6xt
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.jm66d9
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.kdjd4r
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.qfy73u
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.459pcx
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.khfh4g
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.p5k5ug
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.88tfrm
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.rubvur
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.dcae4w
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.nkn6zy
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.9wbe4s
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.gdb42d
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.d8wywx
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.grtgxe
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.82g27d
title: Revisiting an ecophysiological oddity: Hydathode-mediated foliar water uptake in Crassula species from southern Africa

description: Summary of datasets used in [study](https://doi.org/10.1111/pce.14743)
DOI: 10.15468/dd.nvwbjk
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.a2sa8m
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fpymn5
title: tdb

description: Summary of downloads:

| Group | Download |
|--------------|------------------------------------------------------------------|
| Plantae | https://www.gbif.org/occurrence/download/0080421-230530130749713 |
| Crassulaceae | https://www.gbif.org/occurrence/download/0040311-230530130749713 |
| Aizoaceae | https://www.gbif.org/occurrence/download/0040322-230530130749713 |
| Aloe | https://www.gbif.org/occurrence/download/0040341-230530130749713 |
| Aloidendron | https://www.gbif.org/occurrence/download/0040349-230530130749713 |
| Gonialoe | https://www.gbif.org/occurrence/download/0040358-230530130749713 |
DOI: 10.15468/dd.wk73a4
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.eybhg6
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hm2rr5
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.p3j9ng
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.4y4eec
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.rnrjfn
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fvjed6
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.mbsbnc
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.s8563v
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.sg46gg
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cscb3y
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.qgs9m8
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.d85vpw
title: Test Derived Dataset

description: TEST DATA
DOI: 10.15468/dd.dyd5m2
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hnustw
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.q2t37g
title: Documenting Mantodea species in South African museum collections and an updated species list

description: Summary of datasets used in [study](https://doi.org/10.3897/BDJ.11.e102637)
DOI: 10.15468/dd.9n7es7
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.bv4g67
title: delete

description: Generative diffusion models and many stochastic models in science and engineering naturally live in infinite dimensions before discretisation.
To incorporate observed data for statistical and learning tasks, one needs to condition on observations.
While recent work has treated conditioning linear processes in infinite dimensions, conditioning non-linear processes in infinite dimensions has not been explored.
This paper conditions function valued stochastic processes without prior discretisation.
To do so, we use an infinite-dimensional version of Girsanov's theorem to condition a function valued stochastic process, leading to a stochastic differential equation (SDE) for the conditioned process involving the score.
We apply this technique to do time series analysis for shapes of organisms in evolutionary biology, where we discretise via the Fourier basis and then learn the coefficients of the score function with score matching methods.
DOI: 10.15468/dd.fsenae
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.d568gc
title: Conditioning non-linear and infinite-dimensional diffusion processes

description: Data description: 
5 selected species from the Genus Papilio (Papilio ambrax, Papilio deiphobus, Papilio phestus, Papilio polytes, Papilio protenor ) with 8 images of each.
Only the species names and ID were used for distinguishing them, and the images were used to landmark the butterfly wings.

Article abstract: 
Generative diffusion models and many stochastic models in science and engineering naturally live in infinite dimensions before discretisation. 
To incorporate observed data for statistical and learning tasks, one needs to condition on observations. 
While recent work has treated conditioning linear processes in infinite dimensions, conditioning non-linear processes in infinite dimensions has not been explored.
This paper conditions function valued stochastic processes without prior discretisation.
To do so, we use an infinite-dimensional version of Girsanov's theorem to condition a function valued stochastic process, leading to a stochastic differential equation (SDE) for the conditioned process involving the score.
We apply this technique to do time series analysis for shapes of organisms in evolutionary biology, where we discretise via the Fourier basis and then learn the coefficients of the score function with score matching methods.
DOI: 10.15468/dd.er7gr6
title: agrostis

description: agrostis
DOI: 10.15468/dd.j7dhkq
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.sgxbxu
title: List of Brazilian serpents

description: The dataset was created by getting a list of serpents found in Brazilian fauna and looking for them through "pygbif" library in a python script.
DOI: 10.15468/dd.7m2c4y
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.aavkzx
title: 16 alpine plant species

description: Species presence occurrences of 16 alpine plant species with a minimum spatial accuracy of 100 meters that were collected between 1980 and 2022 within the European alps.

Species include:
*Agrostis alpina, Anthoxanthum alpinum, Bartsia alpina, Campanula scheuchzeri, Carex sempervirens, Geum montanum, Homogyne alpina, Leontodon hispidus, Mutellina adonidifolia, Myosotis alpestris, Persicaria vivipara, Poa alpina, Potentilla aurea, Selaginella selaginoides, Thymus praecox subsp. polytrichus, Vaccinium vitis-idaea*
DOI: 10.15468/dd.7t7cd5
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.jby3rt
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.62pmu6
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.hnnamj
title: Data sources of the occurrence data used in Valle et al 2024, Ecological modelling.

description: Dataset key details for the occurrence data used in Valle et al (2024). Pan-Atlantic 3D distribution model incorporating water column for commercial fish, Ecological modelling.
DOI: 10.15468/dd.rkq2sa
title: Penaeid species of economic interest that occur in a region impacted by an ecological disaster in Brazil

description: Occurrence records downloaded from gbif used to generate ecological niche models
DOI: 10.15468/dd.byv2x5
title: Dataset sources of the occurrence data used in Valle et al 2024, Ecological modelling.

description: Dataset key details for the occurrence data used in Valle et al (2024). Pan-Atlantic 3D distribution model incorporating water column for commercial fish, Ecological modelling.
DOI: 10.15468/dd.4wbcjb
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.spa9f8
title: Ecological niche modelling and population genomics provide insights into the geographic and demographic ‘explosion’ of a non-indigenous salmonid

description: Summary of datasets used in [study](https://doi.org/10.1111/ddi.13811)
DOI: 10.15468/dd.ykx6ce
title: Diversification events of the shield morphology in shore crabs and their relatives through development and time

description: Summary of datasets used in [study](https://doi.org/10.26879/1305)
DOI: 10.15468/dd.xg5a2u
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.3xbvk5
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.8z3qva
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.5e55v9
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.fsp4ak
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.56exkf
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.cutgkt
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.d4q79j
title: Test for derived dataset

description: This data was filtered using a fake protocol
DOI: 10.15468/dd.3mbmem
title: Global scale study of the environmental preferences and distribution of Orcinus orca

description: Summary of dataset used in [study](https://doi.org/10.1007/s11852-023-00991-7)
DOI: 10.15468/dl.2menk2
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orycteropus afer (Pallas, 1766))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 618 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063016-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39298
title: Flames of fire, [vol. 3], nos. 34-[45], Jan.-Dec. 1916

description: [description english/roman)] All 12 monthly issues subtitled "with which is incorporated tidings from Tibet and other lands".
DOI: 10.15468/dl.qvk2cd
title: Occurrence Download

description: A dataset containing 22410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kleidocerys resedae (Panzer, 1793)"
 ]
}

 The dataset includes 22410 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0419975-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39383
title: Flames of fire, [vol. 4], nos. [46]-[56, i.e. 57], Jan.-Dec. 1917

description: [description english/roman)] All 12 monthly issues subtitled "with which is incorporated tidings from Tibet and other lands".
DOI: 10.15468/dl.4tj6rz
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia oerfota (Forssk.) Kyal. & Boatwr.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 208 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068936-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9756p
title: Occurrence Download

description: A dataset containing 2769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Calidris pygmaea",
 "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 2769 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064111-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfqhdk
title: Occurrence Download

description: A dataset containing 29836786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "Year 2002-2022"
 ]
}

 The dataset includes 29836786 records from 680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264769-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39144
title: Flames of fire, [vol. 2], nos. 23-33, Jan. - Nov./Dec. 1915

description: [description english/roman)] All 11 issues subtitled "with which is incorporated tidings from Tibet and other lands".
DOI: 10.15468/dl.gzumw8
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schefflera goetzenii Harms"
 ]
}

 The dataset includes 219 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392215-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apmpq6
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Quercus robur L."
 ]
}

 The dataset includes 256 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106865-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un4v39
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "Elevation 3000.0-9999.0m",
 "Geometry POLYGON((-105.694 14.39,-90.475 14.39,-90.475 21.857,-105.694 21.857,-105.694 14.39))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polystichum Roth"
 ]
}

 The dataset includes 66 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008043-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-39210
title: Flames of fire, [vol. 2], nos. 23-33, Jan. - Nov./Dec. 1915

description: [description english/roman)] All 11 issues subtitled "with which is incorporated tidings from Tibet and other lands".