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Figure 6. Raymunida vittata Macpherson, 2009 in Squat lobsters of the genera Raymunida Macpherson & Machordom, 2000 and Munidopsis Whiteaves, 1874 (Decapoda: Anomura: Galatheoidea) from the Indian Exclusive Economic Zone, with descriptions of three new species
Figure 6. Raymunida vittata Macpherson, 2009, ♀ (PCL 9.0 mm, CW 7.7 mm), IO/SS/ANO/00142. (a) carapace, pleon and cephalic appendages (dorsal view); (b) carapace (right lateral view); (c) thoracic sternum (ventral view); (d) pleomeres 5 and 6 and telson (dorsal view); (e) right eye, antennular peduncle article 1 and antennal peduncle (ventral view); (f) right Mxp3 (lateral view); (g) right P3 merus and carpus (lateral view); (h) right P3 propodus and dactylus (lateral view); (i) left P4 merus and carpus (lateral view); (j) left P4 propodus and dactylus (lateral view); (k) right P5 dactylus (lateral view). Scale bars: a, b = 2.0 mm; c–j = 1.0 mm; k = 0.5 mm.
Figure 5 in Squat lobsters of the genera Raymunida Macpherson & Machordom, 2000 and Munidopsis Whiteaves, 1874 (Decapoda: Anomura: Galatheoidea) from the Indian Exclusive Economic Zone, with descriptions of three new species
Figure 5. Raymunida shraddhanandi sp. nov., paratype ♀ (PCL 5.8 mm, CW 4.9 mm), IO/SS/ANO/00140. (a) carapace, pleon and cephalic appendages (dorsal view); (b) thoracic sternum (ventral view); (c) right eye, antennular peduncle article 1 and antennal peduncle (ventral view); (d) right Mxp3 (lateral view); (e) right P1 (dorsal view); (f) left P2 propodus and dactylus (lateral view); (g) left P2 merus and carpus (lateral view); (h) left P3 propodus and dactylus (lateral view); (i) left P3 merus and carpus (lateral view); (j) left P4 propodus and dactylus (lateral view); (k) left P4 merus and carpus (lateral view). Scale bars: 1.0 mm.
Figure 4 in Squat lobsters of the genera Raymunida Macpherson & Machordom, 2000 and Munidopsis Whiteaves, 1874 (Decapoda: Anomura: Galatheoidea) from the Indian Exclusive Economic Zone, with descriptions of three new species
Figure 4. Raymunida shraddhanandi sp. nov., holotype ♂ (PCL 9.7 mm, CW 8.2 mm), IO/SS/ANO/ 00141. (a) carapace (dorsal view); (b) carapace (left lateral view); (c) thoracic sternum (ventral view); (d) pleomeres 1–5 (dorsal view); (e) pleomeres 5 and 6 and telson (external view); (f) right eye, antennular peduncle article 1 and antennal peduncle (ventral view); (g) left Mxp3 (lateral view); (h) left P1 merus and carpus (dorsal view); (i) left P1 chela (dorsal view); (j) right P2 (lateral view); (k) right P3 (lateral view); (l), right P4 (lateral view); (m) right P5 dactylus (lateral view); (n) left G1 (internal view); (o) left G2 (external view). Scale bars: a, c–l, o = 1.0 mm; b = 2.0 mm; m, n = 0.5 mm.
Figure 2 in Squat lobsters of the genera Raymunida Macpherson & Machordom, 2000 and Munidopsis Whiteaves, 1874 (Decapoda: Anomura: Galatheoidea) from the Indian Exclusive Economic Zone, with descriptions of three new species
Figure 2. Habitus, dorsal view. (a) Raymunida shraddhanandi sp. nov., holotype ♂ (PCL 9.7 mm, CW 8.2 mm), IO/SS/ANO/00141; (b) R. shraddhanandi sp. nov., paratype ♀ (PCL 5.8 mm, CW 4.9 mm), IO/SS/ANO/00140; (c) R. vittata Macpherson, 2009, ♀ (PCL 9.0 mm, CW 7.7 mm), IO/SS/ANO/00142. Scale bars: 2.0 mm.
Figure 1 in Squat lobsters of the genera Raymunida Macpherson & Machordom, 2000 and Munidopsis Whiteaves, 1874 (Decapoda: Anomura: Galatheoidea) from the Indian Exclusive Economic Zone, with descriptions of three new species
Figure 1. Map of India indicating collection locations for the material examined in the present study. 1, Raymunida shraddhanandi sp. nov. and R. vittata Macpherson, 2009; 2, Munidopsis bengala sp. nov.; 3, Munidopsis kadal sp. nov.
Replication package for Superiority Seeking and the Preference for Exclusion (previously titled Mimetic Dominance and the Economics of Exclusion)
<p>Replication package for Superiority Seeking and the Preference for Exclusion (previously titled Mimetic Dominance and the Economics of Exclusion). Manuscript Number 29719. It contains the data for Studies 1-5.</p>
Replication package of: 'When information conflicts with obligations: the role of motivated cognition' ECONOMIC JOURNAL
<p>Final_Ramadan_Survey.dta is the dataset from the survey experiment described in the paper.</p> <p>Final_Ramadan_Admin.dta is the dataset that includes exam takers’ score in the College Entrance Exam.</p>
Socio-economic modeling based on GRDEM model
<p>Socio-economic modeling based on GRDEM model </p>
Datasets supporting the publication: Evaluating night-time light sources and correlation with socio-economic development using high-resolution multi-spectral Jilin-1 satellite imagery of Quito, Ecuador
<p>##################################</p> <p><strong>Datasets supporting the publication:</strong></p> <p><em>Evaluating night-time light sources and correlation with socio-economic development using high-resolution multi-spectral Jilin-1 satellite imagery of Quito, Ecuador.</em></p> <p>International Journal of Remote Sensing. <a href="https://doi.org/10.1080/01431161.2023.2205983">https://doi.org/10.1080/01431161.2023.2205983</a></p> <p>C. Scott Watson<sup>a</sup>*, John R. Elliott<sup>a</sup>, Marco Córdova<sup>b</sup>, Jonathan Menoscal<sup>b</sup>, Santiago Bonilla-Bedoya<sup>c</sup></p> <p><em><sup>a</sup>COMET, School of Earth and Environment, University of Leeds, LS2 9JT, UK</em></p> <p><em><sup>b</sup>Facultad Latinoamericana de Ciencias Sociales, FLACSO, Quito, Ecuador</em></p> <p><em><sup>c</sup>Research Center for the Territory and Sustainable Habitat, Universidad Tecnológica Indoamérica,Machala y Sabanilla, 170301, Quito, Ecuador</em></p> <p><strong>-Please refer to the publication for details on the production of each dataset.<br> -Please cite the publication and this dataset repository when using the data.</strong></p> <p>##################################</p> <p><strong>Data:</strong></p> <table> <tbody> <tr> <td><strong>File</strong></td> <td><strong>Description</strong></td> </tr> <tr> <td>J1_mosaic_max.tif</td> <td>Mosaicked Jilin-1 multi-spectral night-time image of Quito, Ecuador. Acquisition: 8th July 2021 at ~10:30 UTC (05:30 local time)</td> </tr> <tr> <td>corine_landcover_S2_20210705T153621_20210705T154215_T17MQV.tif</td> <td>Land cover classification applied to a Sentinel-2 image (5th July 2021)</td> <td> </td> </tr> <tr> <td>corine_landcover_symbology_qgis.txt</td> <td>Land cover classification symbology for QGIS</td> </tr> <tr> <td>light_type_classification.tif</td> <td>Light type classification: class 1 = LED, class 10 = HPS.</td> </tr> <tr> <td>classified_light_locations.shp</td> <td>Classified light source (point) locations</td> </tr> </tbody> </table>
Online survey data: Exploring the socio-economic dynamics and innovation capacities of rural food and farming microbusinesses
<p>Online survey data which, in compilation with focus group data, formed the basis for our NICRE-funded report into the socio-economic dynamics and innovation capacities of rural food and farming microbusinesses. Full report is available here: https://eprints.glos.ac.uk/11449/ </p>
Large carnivore conservation and traditional pastoralism: An economic analysis on the efficacy of bear-reindeer predation mitigation measures: Dataset for 2014–2016 corralling versus forest treatment analysis
<p>While wildlife and cultural preservation goals can be either complimentary or counteractive, the goals of large carnivore conservation and traditional pastoralist lifestyles are often at odds. Livestock depredation can negatively impact the economies of livestock herders, while subsequent lethal removals contribute to local carnivore population declines. Here, we collaborated with two Sámi reindeer herding communities (2010–2016) situated in Sweden's boreal forest to evaluate the efficacy and economic feasibility of three brown bear predation mitigation measures: corralling pregnant reindeer during parturition, lethal bear management removals, and public bear-license hunting. Calving corrals increased survival for reindeer calves born to average-sized females by 7% to 15% and by 14% to 30% for calves born to small females. However, the realized cost of implementing calving corrals outweighed the financial gain for both our study areas (net losses ranged between €1,111 and €6,210 per calf saved from bear predation per year when using the updated 2021 calf value), as well as for almost every theoretical scenario we explored (net losses €234 and €13,995 per calf saved from bear predation). The exception was the theoretical scenario where small herding communities overlapped large bear populations, which crossed the breakeven efficacy bear/reindeer ratio of 13.5 bears/100 reindeer and had a potential net gain of €36 per saved calf. Similarly, the cost of lethal management removals of bears also outweighed the potential financial gain from saved calves, with net losses between €75 and €239 per calf. License hunting, where the hunters voluntarily incur the monetary costs of removing bears, is in most cases the only economically viable mitigation measure where the cost of mitigation did not outweigh the financial gain from increased reindeer survival. While the annual public license hunt was the most cost-effective mitigation measure, it may be less biologically effective, i.e., bear hunting occurs in the fall and reindeer parturition the following spring which leaves time for the empty niche of harvested bears to be filled by survivors. Economically and biologically effective predation mitigation measures are key for promoting coexistence, and we suggest that potential mitigation measures should be studied in collaboration with local people.</p>
Demystifying Economic Growth Implications of Population Ageing
<p>This is part of a study attempting to estimate the impact of population ageing on economic growth in a panel of nations.</p>
Deliverable 3.5: Report on techno-economic modelling
<p>Data for reproducing the results presented in Deliverable 3.5 "Report on techno-economic modelling" belonging to the CompBat EU project, DOI:<a href="https://doi.org/10.3030/875565">10.3030/875565</a></p>
Economic impacts of tropical cyclone-induced multiple hazards in China
<p>The data and codes will be deposited in a repository that is appropriate for my scientific domain and that it is interoperable and reusable.</p>
Fig. 2 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 2. Mantel test showing significant correlation between different markers: (A) ISSR vs RAPD, (B) ISSR vs iPBS, (c) RAPD vs iPBS, (D) ISSR vs SCoT, (E) RAPD vs SCoT, (F) SCoT vs iPBS.
Fig. 5 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 5. Principal coordinate analysis (PCoA) plot of 50 bamboo genotypes belonging to 5 bamboo species based on RAPD, ISSR, SCoT and iPBS combined data.
Fig. 7 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 7. Bi-plot PCA (Principal Component Analysis) of the 20 genotypes of 5 bamboo species generated from 5 biochemical parameters.
Fig. 3 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 3. UPGMA dendrograms based on Nei's unbiased measures of genetic distance among 50 genotypes of 5 bamboo species: (A) RAPD based UPGMA dendrogram, (B) ISSR based UPGMA dendrogram, (C) iPBS based UPGMA dendrogram, (D) SCoT based UPGMA dendrogram.
Fig. 6 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 6. Agglomerative hierarchical clustering (AHC) Dendrogram based on chemical data representing 20 genotypes of 5 different bamboo species.
Fig. 1. Map showing the collection sites for 5 in Efficiency of RAPD, ISSR, iPBS, SCoT and phytochemical markers in the genetic relationship study of five native and economical important bamboos of North-East India
Fig. 1. Map showing the collection sites for 5 different native bamboos of North-East India. Number indicates the collection sites for the study, 1-Manipur hill; 2- Manipur Valley; 3-Mizoram; 4-Assam and 5-Sikkim. (Mapsource: https://eros.usgs.gov/).
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.