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Fig. 3 in Three Decades Of Zoological Survey In National Parks In Hungary (1974-2002)

Fig. 3. Correlation between Heteroptera genus and species' numbers of Hungarian National Parks, the Bátorliget Nature Reserve and the Őrség LPA (y = 1.9177x – 38.027, R2 = 0.986)

opencc-by-4.0Nov 2007View details →
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Fig 2 in Three Decades Of Zoological Survey In National Parks In Hungary (1974-2002)

Fig 2. Heteroptera species numbers as a function of the area of Hungarian National Parks and Bátorliget Nature Reserve (y = 3.8999x + 136.3, R2 = 0.435)

opencc-by-4.0Nov 2007View details →
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Fig. 4 in Three Decades Of Zoological Survey In National Parks In Hungary (1974-2002)

Fig. 4. Species' numbers as a function of the number of specialists (authors) involved in preparing the publication of the fauna of Hungarian National Parks and Bátorliget Nature Reserve (y = 0.0502x +

opencc-by-4.0Nov 2007View details →
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Fig 1 in Three Decades Of Zoological Survey In National Parks In Hungary (1974-2002)

Fig 1. Species' number as a function of the area of Hungarian National Parks and Bátorliget Nature Reserve (y = 0.0748x + 5.0967, R2 = 0.658)

opencc-by-4.0Nov 2007View details →
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Fig. 7 in An annotated checklist of the herpetofauna of the Sibiloi National Park in northern Kenya based on field surveys

Fig. 7. Occurrence of the six recorded amphibian species across the survey sites (AB, Fig. 8. Numbers of amphibian species that were exclusively found at either one of the Alia Bay; KF, Koobi Fora; KA, Karare; IL, Ilkemere; LO, Lomosia) and transects (G, surveyed sites or one of the transects. Abbreviations: AB, Alia Bay; KF, Koobi Fora; KA, grassland; R, riverbed; B, bushland; Tot, Total). Karare; IL, Ilkemere; LO, Lomosia; G, grassland; R, riverbed; B, bushland; Tot, Total.

opencc-by-4.0May 2023View details →
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Fig. 5 in An annotated checklist of the herpetofauna of the Sibiloi National Park in northern Kenya based on field surveys

Fig. 5. Occurrence of the 28 recorded reptile species across the survey sites (AB, Alia Fig. 6. Numbers of reptile species that were exclusively found at either one of the surveyed Bay; KF, Koobi Fora; KA, Karare; IL, Ilkemere; LO, Lomosia; TBI, Turkana Basin sites or one of the transects. Abbreviations: AB, Alia Bay; KF, Koobi Fora; KA, Karare; Institute) and by transect (G, grassland; R, riverbed; B, bushland; Tot, Total). IL, Ilkemere; LO, Lomosia; TBI, Turkana Basin Institute; G, grassland; R, riverbed; B, bushland; Tot, Total.

opencc-by-4.0May 2023View details →
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Fig. 4 in An annotated checklist of the herpetofauna of the Sibiloi National Park in northern Kenya based on field surveys

Fig. 4. Reptile species recorded during the surveys: (A) Crocodylus niloticus; (B) Agama lionotus; (C) Agama rueppelli; (D) Holodactylus africanus; (E) Hemidactylus angulatus; (F) Hemidactylus barbierii; (G) Hemidactylus lanzai; (H) Hemidactylus ruspolii; (I) Homopholis fasciata; (J) Lygodactylus somalicus; (K) Stenodactylus sthenodactylus; (L) Heliobolus spekii; (M) Latastia longicaudata; (N) Philochortus rudolfensis; (O) Chalcides bottegi; (P) Mochlus sundevallii; (Q) Trachylepis striata; (R) Varanus albigularis; (S) Eryx colubrinus; (T) Platyceps brevis; (U) Psammophis cf. tanganicus; (V) Psammophis punctulatus; (W) Rhamphiophis rostratus; (X) Naja pallida; (Y) Bitis arietans; and (Z) Echis pyramidum.

opencc-by-4.0May 2023View details →
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Fig. 3 in An annotated checklist of the herpetofauna of the Sibiloi National Park in northern Kenya based on field surveys

Fig. 3. Amphibian species recorded during the surveys: (A) Poyntonophrynus lughensis; (B) Sclerophrys xeros; (C) Sclerophrys turkanae; (D) Ptychadena nilotica; (E) Ptychadena cf. schillukorum; and (F) Tomopterna wambensis.

opencc-by-4.0May 2023View details →
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Fig. 1 in An annotated checklist of the herpetofauna of the Sibiloi National Park in northern Kenya based on field surveys

Fig. 1. Location of Sibiloi National Park (UNEP-WCMC and IUCN 2022) in Kenya and the main study sites: IL (Ilkemere), KA (Karare), KF (Koobi Fora), LO (Lomosia), AB (Alia Bay), and TBI (Turkana Research Institute). The inset map shows the African continent, and the black square indicates the location of the enlarged map.

opencc-by-4.0May 2023View details →
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Рис. 4. Карта-схема мест встреч пятнистого оΛеня в Нижнем Приамурье в 1979–2021 гг. КваΑраты — места фоторегистрации: 1 — верховья рр. Обор и Àурмин; 2, 3 — Анюйский национаΛьный парк; круги — места встреч по Λитературным и опросным Αанным: 1 — окрестности с. Кутузовка (место первой регистрации в 1979 г.); 2 — верховья р. СиΑима; 3 — устье р. Нижняя Буге; 4 — бассейн р. Мухен; 5–8 — Анюйский национаΛьный парк (соответственно, р. Пихца, урочище Сира, окрестности с. Арсеньево, устье р. СоΛоми); 9 — среΑнее течение р. СоΛоми; 10 — 76 км трассы ΔиΑога — Ванино; 11 — бассейн р. Кия; 12 — бассейн р. ХойΑур; 13 — бассейн р. Нюра Fig. 4. A schematic map of sika deer sightings in the Lower Amur Region in 1979-2021. Squares designate sites of photo recording: 1 — upper reaches of the rivers Obor and Durmin; 2, 3 — Anyui National Park; circles designate sightings sites according to the literature and the survey data: 1 — vicinity of the village Kutuzovka (the place of the first registration in 1979); 2 — upper reaches of the river Sidima; 3 — the mouth of the river Lower Buge; 4 — the Mukhen River basin; 5-8 —Anyui National Park (respectively, the Pikhtsa River, the Sira tract, the vicinity of the village Arsenyevo, the mouth of the Solomi River); 9 — the middle course of the Solomi River; 10 — 76 km of the Lidoga-Vanino Highway; 11 — the Kiya River basin; 12 — the Khoydur River basin; 13 — the Nyura River basin in New data on the distribution of sika deer Cervus nippon Temminck, 1838 in the Lower Amur Region

Рис. 4. Карта-схема мест встреч пятнистого оΛеня в Нижнем Приамурье в 1979–2021 гг. КваΑраты — места фоторегистрации: 1 — верховья рр. Обор и Àурмин; 2, 3 — Анюйский национаΛьный парк; круги — места встреч по Λитературным и опросным Αанным: 1 — окрестности с. Кутузовка (место первой регистрации в 1979 г.); 2 — верховья р. СиΑима; 3 — устье р. Нижняя Буге; 4 — бассейн р. Мухен; 5–8 — Анюйский национаΛьный парк (соответственно, р. Пихца, урочище Сира, окрестности с. Арсеньево, устье р. СоΛоми); 9 — среΑнее течение р. СоΛоми; 10 — 76 км трассы ΔиΑога — Ванино; 11 — бассейн р. Кия; 12 — бассейн р. ХойΑур; 13 — бассейн р. Нюра Fig. 4. A schematic map of sika deer sightings in the Lower Amur Region in 1979-2021. Squares designate sites of photo recording: 1 — upper reaches of the rivers Obor and Durmin; 2, 3 — Anyui National Park; circles designate sightings sites according to the literature and the survey data: 1 — vicinity of the village Kutuzovka (the place of the first registration in 1979); 2 — upper reaches of the river Sidima; 3 — the mouth of the river Lower Buge; 4 — the Mukhen River basin; 5-8 —Anyui National Park (respectively, the Pikhtsa River, the Sira tract, the vicinity of the village Arsenyevo, the mouth of the Solomi River); 9 — the middle course of the Solomi River; 10 — 76 km of the Lidoga-Vanino Highway; 11 — the Kiya River basin; 12 — the Khoydur River basin; 13 — the Nyura River basin

opencc-by-4.0Dec 2023View details →
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A National Forum on Web Privacy and Web Analytics — Participant Survey Instrument

<p>This survey instrument was administered to participants of the&nbsp;<em>National Forum on Web Privacy and Web Analytics</em>. Results informed&nbsp;the Forum event and Forum deliverables.</p> <p>The&nbsp;<em>National Forum on Web Privacy and Web Analytics&nbsp;</em>was held September 2018 in Bozeman, Montana, where 40 librarians, technologists, and privacy researchers collaborated in producing&nbsp;a practical roadmap for enhancing our analytics practice in support of privacy.</p> <p>More information is available on our project site: <a href="https://osf.io/gnfpu/">https://osf.io/gnfpu/</a>.&nbsp;</p> <p>This project is made possible in part by the Institute of Museum and Library Services, through grant&nbsp;<a href="https://www.imls.gov/grants/awarded/lg-73-18-0100-18">#&nbsp;LG-73-18-0100-18</a>.</p>

opencc-by-4.0Jun 2019View details →
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Code for 'Food-insecure women eat a less diverse diet in a more temporally variable way: Evidence from the US National Health and Nutrition Examination Survey, 2013-4'

<p>Code to reproduce the analyses in the study &#39;<strong>Food-insecure women eat a less diverse diet in a more temporally variable way: Evidence from the US National Health and Nutrition Examination Survey, 2013-4&#39;</strong></p> <p>The analysis requires two R scripts available here, plus original 2013-4 NHANES data files, downloadable from the NHANES website (https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2013).</p> <p>The first R script, &#39;merging script.r&#39; takes the original NHANES files, extracts the variables required for the study, merges them into a single data frame, and saves this in .csv format. The NHANES files it requires are:</p> <p># Demographics, food insecurity and BMI<br> DEMO_H.XPT<br> FSQ_H.XPT<br> BMX_H.XPT</p> <p># Summary files of food recalls<br> DR1TOT_H.XPT<br> DR2TOT_H.XPT</p> <p># Individual foods files from food recalls<br> DR1FF_H.XPT<br> DR2FF_H.XPT</p> <p>The second R script takes the .csv file output by the merging script, and reproduces the analyses and figures described in the paper.</p> <p>Initially uploaded by Daniel Nettle, April 23rd 2019. Slightly revised versions uploaded August 6th 2019 by Daniel Nettle.</p>

opencc-by-4.0Apr 2019View details →
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Linked collectors and determiners for: ARC-PPRI: National Survey of Arachnida (1905-2009).

Natural history specimen data linked to collectors and determiners held within, "ARC-PPRI: National Survey of Arachnida (1905-2009)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/823c374e-b830-4ff2-9e97-0e86c39a3d8a">https://bionomia.net/dataset/823c374e-b830-4ff2-9e97-0e86c39a3d8a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/823c374e-b830-4ff2-9e97-0e86c39a3d8a">https://gbif.org/dataset/823c374e-b830-4ff2-9e97-0e86c39a3d8a</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: ARC-PPRI: National Collection of Nematodes and South African Plant-Parasitic Nematode Survey(1901-2014).

Natural history specimen data linked to collectors and determiners held within, "ARC-PPRI: National Collection of Nematodes and South African Plant-Parasitic Nematode Survey(1901-2014)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/5edbfe13-c150-43d3-ac38-729b6aeb6147">https://bionomia.net/dataset/5edbfe13-c150-43d3-ac38-729b6aeb6147</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/5edbfe13-c150-43d3-ac38-729b6aeb6147">https://gbif.org/dataset/5edbfe13-c150-43d3-ac38-729b6aeb6147</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: The Plecoptera of Panama. III. The genus Anacroneuria (Plecoptera: Perlidae) in Panama's national parks: 2017 survey results.

Natural history specimen data linked to collectors and determiners held within, "The Plecoptera of Panama. III. The genus Anacroneuria (Plecoptera: Perlidae) in Panama's national parks: 2017 survey results". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/3b6f03c1-2954-473a-af9e-05e6ed66f807">https://bionomia.net/dataset/3b6f03c1-2954-473a-af9e-05e6ed66f807</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/3b6f03c1-2954-473a-af9e-05e6ed66f807">https://gbif.org/dataset/3b6f03c1-2954-473a-af9e-05e6ed66f807</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: New species of Australian microgastrine parasitoid wasps (Hymenoptera: Braconidae: Microgastrinae) documented through the ' Bush Blitz' surveys of national reserves.

Natural history specimen data linked to collectors and determiners held within, "New species of Australian microgastrine parasitoid wasps (Hymenoptera: Braconidae: Microgastrinae) documented through the ' Bush Blitz' surveys of national reserves". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/08d6b159-99f8-4a24-b8c0-c7f5f6a33b54">https://bionomia.net/dataset/08d6b159-99f8-4a24-b8c0-c7f5f6a33b54</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/08d6b159-99f8-4a24-b8c0-c7f5f6a33b54">https://gbif.org/dataset/08d6b159-99f8-4a24-b8c0-c7f5f6a33b54</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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Linked collectors and determiners for: New species of Australian arid zone chelonine wasps from the genera Phanerotoma and Ascogaster (Hymenoptera: Braconidae) informed by the ' Bush Blitz' surveys of national reserves.

Natural history specimen data linked to collectors and determiners held within, "New species of Australian arid zone chelonine wasps from the genera Phanerotoma and Ascogaster (Hymenoptera: Braconidae) informed by the ' Bush Blitz' surveys of national reserves". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/eadd473a-210b-4c1f-a99d-0eb373d15b12">https://bionomia.net/dataset/eadd473a-210b-4c1f-a99d-0eb373d15b12</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/eadd473a-210b-4c1f-a99d-0eb373d15b12">https://gbif.org/dataset/eadd473a-210b-4c1f-a99d-0eb373d15b12</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
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National Geochemical Survey of Australia: Samarium-Neodymium Isotopes Dataset

<p><strong>Preamble --</strong> The 'National Geochemical Survey of Australia: The Geochemical Atlas of Australia' was published in July 2011 along with a digital copy of the NGSA geochemical dataset (<a href="http://dx.doi.org/10.11636/Record.2011.020" target="_blank" rel="noopener">http://dx.doi.org/10.11636/Record.2011.020</a>). The NGSA project is described here:&nbsp;<a href="http://www.ga.gov.au/ngsa" target="_blank" rel="noopener">www.ga.gov.au/ngsa</a>. A recent review of the original and ensuing NGSA outputs and impacts can be found in Caritat (2022). The present dataset contains additional geochemical data obtained on NGSA samples: Samarium-Neodymium Isotopes Dataset.&nbsp;</p> <p><strong>Abstract --</strong> Ninety three coarse-fraction (&lt;2 mm) Bottom Outlet Sediment (BOS, on average 60 &ndash; 80 cm depth) NGSA samples mostly from three continental-scale cross-sections (one central north-south cross-section, one central east-west, and one southern east-west) were analysed for the samarium (Sm) and neodymium (Nd) isotopes&nbsp;<sup>147</sup>Sm,&nbsp;<sup>143</sup>Nd, and <sup>144</sup>Nd&nbsp;to determine the&nbsp;<sup>143</sup>Nd/<sup>144</sup>Nd&nbsp;and&nbsp;<sup>147</sup>Sm/<sup>144</sup>Nd isotope ratios, initial epsilon Nd (&epsilon;Nd<sub>0</sub>), and single and two-stage depleted mantle model ages TDM and T2DM (in Ga or billion years). Together these samples represent over 490,000 km<sup>2</sup> of catchment area sourcing the sampled fluvial/alluvial sediments.</p> <p>The summary statistics for <sup>143</sup>Nd/<sup>144</sup>Nd and &epsilon;Nd<sub>0</sub>&nbsp;results are shown below.</p> <table> <tbody> <tr> <td>Stats</td> <td><sup>143</sup>Nd/<sup>144</sup>Nd</td> <td>&epsilon;Nd<sub>0</sub></td> </tr> <tr> <td>Min</td> <td>0.511014</td> <td>-31.68</td> </tr> <tr> <td>25%</td> <td>0.511550</td> <td>-21.22</td> </tr> <tr> <td>Median</td> <td>0.511817</td> <td>-16.02</td> </tr> <tr> <td>MAD</td> <td>0.000232</td> <td>4.53</td> </tr> <tr> <td>Average</td> <td>0.511802</td> <td>-16.31</td> </tr> <tr> <td>SD</td> <td>0.000342</td> <td>6.67</td> </tr> <tr> <td>75%</td> <td>0.512019</td> <td>-12.07</td> </tr> <tr> <td>Max</td> <td>0.512623</td> <td>-0.29</td> </tr> </tbody> </table> <p>The method is briefly summarised below.</p> <p>Samples were analysed at University of Melbourne (UOM) by Roland Maas and University of Alberta (UOA) by Rob Creaser.</p> <p>At UOM all analyses were by isotope dilution. Samples were dissolved at high pressure, and Sm and Nd extracted using Eichrom TRU- and LN-resin columns. Isotopic analyses were by Multi Collector Inductively Coupled Plasma Mass Spectrometer (MC-ICP-MS), with Nd mass bias corrected by internal normalisation to&nbsp;<sup>146</sup>Nd/<sup>145</sup>Nd = 2.0719425 (equivalent to&nbsp;<sup>146</sup>Nd/<sup>144</sup>Nd = 0.7219). In-run errors (2se) were &plusmn; 0.000010 or lower, external precision (2sd) &plusmn; 0.000020. All&nbsp;<sup>143</sup>Nd/<sup>144</sup>Nd results have been adjusted to LaJolla=0.511860. The TIMS reference for JNd-1 is 0.512117, and BCR-2 has a nominal&nbsp;<sup>147</sup>Sm/<sup>144</sup>Nd of 0.1382 and&nbsp;<sup>143</sup>Nd/<sup>144</sup>Nd of 0.512640 &plusmn; 20.</p> <p>At UOA rock powders were accurately weighed and totally spiked with a known amount of mixed&nbsp;<sup>150</sup>Nd-<sup>149</sup>Sm tracer solution and dissolved at high pressure for 5 days. Sm and Nd were extracted and separated by conventional cation and HDEHP-based chromatography (Creaser et al., 1997). Chemical processing blanks were &lt; 120 picograms of either Sm or Nd, and are insignificant relative to the amount of Sm or Nd analysed for any rock sample. Isotopic analyses were determined in static mode by MC-ICP-MS (Schmidberger et al., 2007). All isotope ratios were normalized for variable mass fractionation to a value of <sup>146</sup>Nd/<sup>144</sup>Nd = 0.7219. The&nbsp;<sup>143</sup>Nd/<sup>144</sup>Nd ratio of samples are presented here relative to a value of 0.511850 for the La Jolla Nd isotopic standard, monitored by use of an in-house Alfa Nd isotopic standard for each analytical session. Sm isotopic abundances were normalized for variable mass fractionation to a value of 1.17537 for&nbsp;<sup>152</sup>Sm/<sup>154</sup>Sm. The mixed&nbsp;<sup>150</sup>Nd-<sup>149</sup>Sm tracer solution used was calibrated directly against the Caltech mixed Sm/Nd normal described by Wasserburg et al. (1981). Using this mixed tracer, the measured&nbsp;<sup>147</sup>Sm/<sup>144</sup>Nd ratios for the international rock standard BCR-1 ranged from 0.1380 to 0.1382, suggesting a reproducibility for&nbsp;<sup>147</sup>Sm/<sup>144</sup>Nd of ~ &plusmn; 0.1 % for real rock powders. The value of <sup>147</sup>Sm/<sup>144</sup>Nd determined for BCR-1 was within the range of reported literature values by isotope dilution methods.</p> <p>A full report on this dataset will be available shortly as a Geoscience Australia Record.</p> <p>REFERENCES CITED</p> <p>Caritat, P. de, 2022. The National Geochemical Survey of Australia: review and impact. Geochemistry: Exploration, Environment, Analysis, 22, geochem2022-032.&nbsp;<a href="https://doi.org/10.1144/geochem2022-032">https://doi.org/10.1144/geochem2022-032</a></p> <p>Creaser, R.A., Erdmer, P., Stevens, R.A. and Grant, S.L., 1997. Tectonic affinity of Nisutlin and Anvil assemblage strata from the Teslin tectonic zone, northern Canadian Cordillera: constraints from neodymium isotope and geochemical evidence. Tectonics, 16, 107-121. <a href="https://doi.org/10.1029/96TC03317" target="_blank" rel="noopener">https://doi.org/10.1029/96TC03317</a>&nbsp;</p> <p>Schmidberger, S.S., Heaman, L.M., Simonetti, A., Creaser, R.A. and Whiteford, S., 2007. Lu-Hf, in-situ Sr and Pb isotope and trace element systematics for mantle eclogites from the Diavik diamond mine: evidence for Paleoproterozoic subduction beneath the Slave craton, Canada. Earth and Planetary Science Letters, 254, 55-68. <a href="https://doi.org/10.1016/j.epsl.2006.11.020" target="_blank" rel="noopener">https://doi.org/10.1016/j.epsl.2006.11.020</a>&nbsp;</p> <p>Wasserburg, G.J., Jacobsen, S.B., DePaolo, D.J., McCulloch, M.T. and Wen, T., 1981. Precise determination of Sm/Nd ratio, Sm, Nd isotopic abundances in standard solutions. Geochimica et Cosmochimica Acta, 45, 2311-2323.</p>

opencc-by-4.0Nov 2024View details →
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Figure 2 in Leafy liverworts of Chapada das Mesas National Park: a floristic survey and checklist of the leafy liverworts of Maranhão state, Brazil

Figure 2. Diversity of environments and substrates of leafy liverworts in the Chapada das Mesas National Park. A. Waterfall São Romão; B. Waterfall Prata; C. Meeting of the Lage River with the Farinha River; D. Stream Bueno Aires; E. Waterfall Pedra Caída; F. Body of water near the ICMBio headquarters; G. Acrolejeunea (Spruce) Steph. and Frullania Raddi species on the live tree trunks; H. Fossombronia porphyrorhiza (Nees) Prosk. on decomposing trunks; I. Lejeunea Lib. species on soil; J. Cololejeunea (Spruce) Steph. species on leaves; K. Cheilolejeunea (Spruce) Steph. species on rocks; L. Bryophyte species on rocks and live trunks near the waterfall.

opencc-by-4.0Mar 2021View details →
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Figure 1 in Leafy liverworts of Chapada das Mesas National Park: a floristic survey and checklist of the leafy liverworts of Maranhão state, Brazil

Figure 1. Map of the study area, showing sampling sites, both inside and outside of Chapada das Mesas National Park.

opencc-by-4.0Mar 2021View details →

ScienceDex guides

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

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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