Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

589

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

589 results for “Vascular Plants”

Learn how ShareScore rates datasets ↗
dryad32/100

Native range estimates for red-listed vascular plants

<p>Besides being central for understanding both global biodiversity patterns and associated anthropogenic impacts, species range maps are currently only available for a small subset of global biodiversity. Here, we provide a set of assembled spatial data for terrestrial vascular plants listed at the global IUCN red list. The dataset consists of pre-defined native regions for 47,675 species, density of available native occurrence records for 30,906 species, and standardized, large-scale Maxent predictions for 27,208 species, highlighting environmentally suitable areas within species' native regions. The data was generated in an automated approach consisting of data scraping and filtering, variable selection, model calibration and model selection. Generated Maxent predictions were validated by comparing a subset to available expert-drawn range maps from IUCN (n = 4,257), as well as by qualitatively inspecting predictions for randomly selected species. We expect this data to serve as a substitute whenever expert-drawn species range maps are not available for conducting large-scale analyses on biodiversity patterns and associated anthropogenic impacts.</p>

opencc-zeroFeb 2022View details →
zenodo32/100

FIGURE 1 in Type specimens of vascular plants in the herbarium of the National Institute of Biological Resources (II)

FIGURE 1. Type specimens in the herbarium of the National Institute of Biological Resources. 1. Asplenium ×bimixtum, 2. Asplenium ×uiryeongse, 3. Anemone pendulisepala, 4. Broussonetia ×hanjiana, 5. Pseudostellaria baekdusanensis, 6. Pseudostellaria ×bohyeonsanensis, 7. Pseudostellaria palibiniana var. gageodoensis, 8. Pseudostellaria ×segeolsanensis, 9. Viola breviflora.

opennotspecifiedMar 2022View details →
dryad32/100

Vascular plant community surveys across different reindeer grazing regimes in the Fennoscandian tundra

<p>This dataset contains data from the experiment described in "Gibson K., Olofsson, J. Mooers, A. Ø., &amp; Monroe, M. J. (2021) Pulse grazing by reindeer (<em>Rangifer tarandus</em>) can increase the phylogenetic diversity of vascular plant communities in the Fennoscandian tundra. Ecology and Evolution. <em>In press</em>." </p> <p>The data is from a multi-year (2004-2007) quasi-experimental study in Northern Fennoscandia, which was designed to analyze the effect of reindeer grazing on vascular plant community diversity. Our study design used a permanent fence constructed in the 1960s and temporary fences constructed along the permanent fence to expose plant communities to three different grazing regimes: light (almost never grazed), pulse (grazed every other year) and press (chronic grazing for over forty years). The study deisgn consisted of plots setup at five different sites at least 100m apart from each other along the permanent fence. Each site was divided<span><span><span><span><span><span><span><span><span><span><span><span><span><span><span> into the three grazing regimes (light, pulse and press). For each site and grazing regime, one replicate plot was placed in a drier area and other in a wetter area. Each plot (<em>n</em> = 36) w</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span><span><span><span><span><span><span><span><span><span><span><span><span><span><span>as evenly split into nine</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span><span><span><span><span><span><span><span><span><span><span><span><span><span><span> subplots. </span></span></span></span></span></span></span></span></span></span></span></span></span></span></span>This dataset is composed of plant survey data at the sub-plot level with a variable for the presence/absence and relative abundance of each surveyed species. The biodiversity metrics used in the associated manuscript can be calculated from these variables. </p> <p>The main results of this experiment were that (1) the species richness and evenness of plant communities with pulse and press grazing did not differ from communities with light grazing, (2) there was a transition from shrub‐dominated communities with light grazing to graminoid‐dominated communities with pulse and press grazing and (3) communities with pulse, but not press, grazing were more phylogenetically dispersed than communities with light grazing.</p>

opencc-zeroMay 2022View details →
zenodo32/100

FIGURE 5 in Annotated checklist of the vascular plants of Mount Kenya, East Africa

FIGURE 5. Some endemic plants of Mount Kenya. A. Carduus schimperi subsp. platyphyllus. B &amp; C. Cissampelos keniensis. D &amp; E. Dendrosenecio keniensis. F &amp; G. Helichrysum brownei var. brownei. H. Isolepis keniaensis. I. Ranunculus keniensis. J. Sedum keniense. K. Senecio keniophytum. Photographs: A, D–G, J, K: G.W. Hu; B, C, H, I: Y.D. Zhou.

opennotspecifiedMay 2022View details →
zenodo32/100

FIGURE 2 in Annotated checklist of the vascular plants of Mount Kenya, East Africa

FIGURE 2. Vegetation zones of Mount Kenya. A. Remote view of Mount Kenya. B. Lower montane wet forest. C. Lower montane dry forest. D. Bamboo zone. E. Upper montane forest. F. Heath zone. G. Afro-alpine zone. H. Nival zone. Photographs: G.W. Hu.

opennotspecifiedMay 2022View details →
zenodo32/100

FIGURE 1 in Annotated checklist of the vascular plants of Mount Kenya, East Africa

FIGURE 1. Remote sensing image of Mount Kenya (Provided by X.H. Wei from Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences).

opennotspecifiedMay 2022View details →
dryad32/100

Data from: The patterns of vascular plant discoveries in China

<p>Aim</p> <p>1. To understand geographic patterns of species discovery by examining the effect of growth form, range size, and geographic distribution on discovery probability of vascular plant species in China.</p> <p>2. To find out which taxa harbor the largest number of undiscovered species and where those species locate.</p> <p>3. To find out the determinants of province-level mean discovery time and inventory completeness.</p> <p>Location: China</p> <p>Methods</p> <p>We compiled the discovery time and province-level geographic distributions of ~31000 vascular plant species described between 1753 and 2013 from Flora of China. We used a Cox proportional hazard model to determine the biological and geographic correlates of discovery probability. Accumulation curves of species discoveries were fitted by a logistic discovery model to estimate inventory completeness of different growth forms and of different provinces. We then used linear regression to identify the determinants of mean discovery time, and beta regression to identify the determinants of inventory completeness.</p> <p>Results</p> <p>We found that species with larger range size and distributed in northeastern part of China have a higher discovery probability. Coastal species were discovered earlier than inland species. Trees and shrubs of seed plants have the highest discovery probability while ferns have the lowest discovery probability. Herbs have the largest number of undiscovered species in China. Most undiscovered species will be found in southwest China, where three global biodiversity hotspots locate. Spatial patterns of mean discovery time and inventory completeness are mainly driven by the total number of species, human population density in an area, latitude and longitude of a province.</p> <p>Main conclusions</p> <p>Socio-economic factors primarily determine the discovery patterns of vascular plants in China. Undiscovered species are most likely to be narrow-ranged, inconspicuous endemic species such as herbs and ferns, which are prone to extinctions and locate in biodiversity hotspots in southwestern China.</p>

opencc-zeroJul 2022View details →
zenodo32/100

Supplementary material 1 from: Just A, Gourvil J, Millet J, Boullet V, Milon T, Mandon I, Dutrève B (2015) SIFlore, a dataset of geographical distribution of vascular plants covering five centuries of knowledge in France: Results of a collaborative project coordinated by the Federation of the National Botanical Conservatories. PhytoKeys 56: 47-60. https://doi.org/10.3897/phytokeys.56.5723

Numerical appendix: Explanation note: A shapefile representing the dataset completeness (based on the Jackknife 1, a non-parametric estimator) on a grid of 10 km by 10 km cells. The number of records in each cell was used as an estimator of the sampling effort. The ratio between the observed and estimated richness of species measures the completeness of the inventory in each surveyed cell (Vallet et al. 2012).

opencc-by-4.0Sep 2015View details →
zenodo32/100

Threats of land use to the global diversity of vascular plants

<p>Inputs, outputs, and scripts used in the model that supports the findings of the article "Threats of Land Use to the Global Diversity of Vascular Plants". We first calculated the extinction threat at ecoregion level using the countryside species-area model. Next, we allocated the regional extinction threats to land use. Finally, we calculated the global extinction threat per ecoregion and land use.</p> <p>In this repository, you will find the inputs necessary to run the model, the R scripts to run the model, and the outputs of the model.</p>

openlgpl-3.0-or-laterMay 2024View details →
zenodo32/100

FIGURE 2 in A first checklist to the vascular plants of La Amistad International Park (PILA), Costa Rica-Panama

FIGURE 2. Map of biodiversity zones and collection localities within PILA. Collection localities are represented by black or blue dots. Triangles represent peaks and green dots represent villages. Black lines delimit river basins. The coloured areas represent the biodiversity zones as identified in Monro et al. (2009): dark green = Low elevation mixed forest, dull yellow-green = Mixed forest in transition to low elevation forest, pink = Mixed forest in transition to cloud forest, bright green = sloud forest, tan = low elevation oak forest, dull grey-green = high elevation oak forest, bright yellow = páramo, pale blue = sabana natural grassland, lilac = pasture, orange-brown = dense thicket, red = secondary forest.

opennotspecifiedSep 2017View details →
zenodo32/100

Arctic Biodiversity: Arctic Vascular Plants

Biogeography and other attributes for Arctic organisms, various sources.<p></p>

opennotspecifiedAug 2024View details →
zenodo32/100

FIGURE 1 in Counting counts: revised estimates of numbers of accepted species of flowering plants, seed plants, vascular plants and land plants with a review of other recent estimates

FIGURE 1. Accepted names at species rank as a function of all published species names for selected seed plant families (all published in WCSP).

opennotspecifiedAug 2016View details →
zenodo32/100

FIGURE 1 in Moving from modern toward post-modern science: comment on "An integrated assessment of the vascular plants of the Americas"

FIGURE 1. (A) Single most parsimonious tree of 165315 steps (CI = 0.7561, RI = 0.4323) resulted the Parsimony Analysis of Endemicity (reviewed in Morrone (2009)) based on 12 artificial geographical areas/124,993 species from the Checklist of the New World vascular plants (Ulloa Ulloa et al., 2017). The bootstrap values (1000 replicates) showed above branches. Analysis conducted in PAUP * version 4.0a (Swofford, 2002). (B) Political map of the New World showing 12 geographical areas used in the 124,993 species New World Checklist of vascular plants (Ulloa Ulloa et al., 2017). Modified from Ulloa Ulloa et al. (2017). (C) Alfred Russell Wallace's Neotropical region and its sub-regions (Wallace, 1876; Morrone, 2014). Modified from Morrone (2014).

opennotspecifiedMay 2018View details →
zenodo32/100

FIGURE 3 in Critical checklist of the endemic vascular plants of Egypt

FIGURE 3. Number of endemic taxa by administrative regions in Egypt. See Figure 1 for administrative regions acronyms.

opennotspecifiedJul 2018View details →
zenodo32/100

FIGURE 4 in Critical checklist of the endemic vascular plants of Egypt

FIGURE 4. Agglomerative hierarchical cluster (AHC) dividing the administrative regions in Egypt into three groups: I (Eastern Egypt), II (Western Egypt) and III (Middle Egypt). In white colour are the six regions that were not included in the analysis due to absence of endemic taxa. See Figure 1 for administrative regions acronyms.

opennotspecifiedJul 2018View details →
zenodo32/100

FIGURE 2 in Critical checklist of the endemic vascular plants of Egypt

FIGURE 2. The proportion of Egyptian endemic taxa by families. The number next to each bar represents the percentage of the endemic flora. Families included in 'Others' are Cistaceae, Euphorbiaceae, Molluginaceae, Plumbaginaceae, Poaceae, Primulaceae, Rosaceae and Santalaceae, which are represented by only one endemic taxon.

opennotspecifiedJul 2018View details →
zenodo32/100

FIGURE 1 in Critical checklist of the endemic vascular plants of Egypt

FIGURE 1. Map of Egypt showing the twenty-seven administrative regions. Alexandria (ALE), Assiut (ASS), Aswan (ASW), Behira (BEH), Beni-Suef (BES), Cairo (CAI), Dakahlyia (DAK), Damietta (DAM), Fayoum (FAY), Gharbia (GHA), Giza (GIZ), Ismailia (ISM), Kafr Elsheikh (KAS), Luxor (LUX), Matrouh (MAT), Menoufia (MEN), Minia (MIN), New Valley (NEV), North Sinai (NSI), Port-Said (POS), Qalyubia (QAL), Qena (QEN), Red Sea (RES), Sharqia (SHA), Sohag (SOH), South Sinai (SSI) and Suez (SUE).

opennotspecifiedJul 2018View details →
zenodo32/100

FIGURE 5 in Critical checklist of the endemic vascular plants of Egypt

FIGURE 5. Logarithmic number of total and endemic taxa against Log area (km2) of some Mediterranean and neighbouring countries compared with those of Egypt (the present study). Sources: Davis (1988), Davis et al. (1994), Aedo et al. (2013), Conti et al. (2005), Dimopoulos et al. (2013), Peruzzi et al. (2014), Rankou et al. (2013), Tohme &amp; Tohme (2007), Greuter (1991), Hegazy &amp; Lovett-Doust (2016), Olivier et al. (1995), Krigas et al.(2017), Boulos (1997), Gomez-Campo et al. (1984) and Enriquez &amp; Gomez-Campo (1991).

opennotspecifiedJul 2018View details →
zenodo32/100

FIGURE 9 in An inventory of the names of native, non-endemic vascular plants described from Italy, their loci classici and types

FIGURE 9. Lectotype of the name Mandragora officinarum L., "Lipsiae ut Monspellii in horti" Herb. Burser IX: 26 (UPS). Reproduced under the terms of the Creative Commons Attribution License [CC BY 4.0] (http://creativecommons. org/licenses/by/4.0), Museum of Evolution, Uppsala University.

opennotspecifiedJul 2019View details →
zenodo32/100

FIGURE 12 in An inventory of the names of native, non-endemic vascular plants described from Italy, their loci classici and types

FIGURE 12. Lectotype of the name Salvia sclarea L., "In hortis passim, Florentia sponte" Herb. Burser XIII: 108 (UPS). Reproduced under the terms of the Creative Commons Attribution License [CC BY 4.0] (http://creativecommons.org/ licenses/by/4.0), Museum of Evolution, Uppsala University.

opennotspecifiedJul 2019View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record