cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17171/2-2-276-4
title: Entasis, St. Peter in the Vatican
title: Aedicula No. 12, left column

description: Plot of the entasis of the column based on the Jupyter notebook 'Entasis', see http://repository.edition-topoi.org/collection/CLMN/single/00206
description: Ancient Columns
DOI: 10.15785/sbgrid/566
title: Biological/crystallographic protein-protein interfaces

description: HADDOCK refined models for the biological/crystallographic interfaces collected in the DC and MANY datasets
description: The data contains PDB models for the DC and MANY protein-protein interfaces refined through the HADDOCK refinement interface, with associated HADDOCK scores and statistics over the models.
DOI: 10.17171/2-2-276-3
title: Entasis, St. Peter in the Vatican
title: Aedicula No. 12, left column

description: Plot of the entasis of the column based on the Jupyter notebook 'Entasis', see http://repository.edition-topoi.org/collection/CLMN/single/00206
description: Ancient Columns
DOI: 10.17171/2-2-424-1
title: Entasis, St. Peter in the Vatican
title: Aedicula No. 30, right column

description: Plot of the entasis of the column based on the Jupyter notebook 'Entasis', see http://repository.edition-topoi.org/collection/CLMN/single/00206
description: Ancient Columns
DOI: 10.17171/2-2-424-2
title: Entasis, St. Peter in the Vatican
title: Aedicula No. 30, right column

description: Plot of the entasis of the column based on the Jupyter notebook 'Entasis', see http://repository.edition-topoi.org/collection/CLMN/single/00206
description: Ancient Columns
DOI: 10.5281/zenodo.1193583
title: Baseline

description: Our Baseline system
DOI: 10.15785/sbgrid/476
title: X-Ray Diffraction data from Human MORC2 (residues 1-603), source of 5OFA structure

description: Native dataset of human MORC2 (residues 1-603) with spinal muscular atrophy mutation T424R
DOI: 10.15785/sbgrid/477
title: X-Ray Diffraction data from Human Morc2 (residues 1-603, S87L), source of 5OFB structure

description: Native dataset for human MORC2 (residues 1-603) with spinal muscular atrophy mutation S87L
DOI: 10.5281/zenodo.1193582
title: Baseline

description: Our Baseline system
DOI: 10.5281/zenodo.1193584
title: Ws-Cr-Fail

description: DIHARD first attempt, failed submission
DOI: 10.5281/zenodo.1193585
title: Ws-Cr-Fail

description: DIHARD first attempt, failed submission
DOI: 10.5281/zenodo.1192166
title: Probabilistic Shaping Over Multi-Subcarrier Modulation  - Lab Data

description: Experimental data of long-haul transmission with probabilistic shaping 36QAM and multi-subcarrier 16QAM. Data sets include optical back-to-back (OB2B) and recirculating loop (LOOP) measurements for 1, 4 and 8 subcarriers.
DOI: 10.5281/zenodo.1192167
title: Probabilistic Shaping Over Multi-Subcarrier Modulation  - Lab Data

description: Experimental data of long-haul transmission with probabilistic shaping 36QAM and multi-subcarrier 16QAM. Data sets include optical back-to-back (OB2B) and recirculating loop (LOOP) measurements for 1, 4 and 8 subcarriers.
DOI: 10.15493/sarva3.data.10000001
title: Drought Index

description: The data was derived from NIR and SWIR bands of the NDWI dataset in Sentinel hub using the equations published by Gao, 1996.

For more information, see:

Gao, B, 1996. NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment, 58 (3), 257-266.
DOI: 10.5281/zenodo.1189686
title: Front-End System1

description: This is a system which uses deep-learning based front-end techniques.
DOI: 10.5281/zenodo.1189687
title: Front-End System1

description: This is a system which uses deep-learning based front-end techniques.
DOI: 10.5281/zenodo.1193466
title: Example Rna-Seq Data

description: This is an RNA-Seq small example dataset by transforming data originally from Guilgur et al. (2012). It consists of data corresponding to a small selection of Drosophila melanogaster genes. This dataset includes sequencing reads as well as gene annotation.
DOI: 10.15493/sarva.bgis.10000002
title: Aquatic Biodiversity Corridors
DOI: 10.15493/sarva.bgis.10000004
title: Geographic\Natural Environment\Biotic\Flora\Vegetation

description: Broad habitat units (BHU) were derived by identifying areas with a unique combination of homogenous climate, geology, and topography, guided in certain areas by Low and Rebelo (1996). For more details on the methodology see Cowling, R.M., Pressey, R.L., Lombard, A.T., Heijnis, C.E., Richardson, D.M., and Cole, N. Framework for a conservation plan for the Cape Floristic Region. A report for the CAPE Project for WWF: S.A.`
DOI: 10.15493/sarva.bgis.10000008
title: Planning domain of the Baviaanskloof Mega-Reserve

description: Planning domain of the Baviaanskloof Mega-reserve Generated through expert workshop 2003, digitised at 1: 500 000
DOI: 10.15493/sarva.bgis.10000010
title: Suitable habitat for Buffalo

description: `The purpose is to provide a preliminary guideline on carrying capacities for game species suited to the Little Karoo. These are expressed as the estimated area (hectares) required per animal for the major habitat types present. It is a guideline for assisting landowners to utilize their veld at sustainable levels. There is no specific combination of game animals that will be suitable for introduction to all of the farms in the Little Karoo. The mix of animals introduced must be in accordance with the variety and extent of the habitats on a particular farm. The carrying capacities for game were based on the current recommendations from the Department of Agriculture for large domestic stock (hectares / large stock unit) for pristine examples of 32 habitat types in the Little Karoo. This was done by overlaying the carrying capacity recommendation map of the Department of Agriculture with those of the habitat map prepared by Vlok et al. (2005) for the Little Karoo. Unfortunately the map from Department of Agriculture is not very detailed and does not cover all 56 Little Karoo habitat types. However it does provide clear recommendations for the two extremes (Valley Thicket with Spekboom with highest and Proteoid Fynbos with lowest carrying capacities) as well as several others such as Apronveld, Gannaveld and Sandolienveld. Carrying capacity recommendations for habitat units not recognized by the Department of Agriculture map were interpolated for pristine examples of such veld. This was done by estimating the degree to which plants palatable to domestic stock will decrease or increase in the habitat type in relation to recommendations from the Department of Agriculture for the most similar habitat type. Once confident that the carrying capacity for pristine examples of the 32 habitat types had been adjusted reasonably well within the variance of current recommendations, they were adjusted for the transformed conditions of these habitat types. These were determined by the degree of reduction of palatable plants that one can expect for each habitat type for the two levels of transformation (Note that this process still needs to be edited by agricultural experts). There is no easy sliding scale to predict the outcomes, as certain habitat types are more vulnerable to the impacts of transformation than others. Severe grazing may, for instance, rapidly result in the loss of sensitive topsoil in certain habitat types, but not in others with hard surfaces. Severe transformation in soft soils will result in a severe reduction in carrying capacity, but moderate transformation may have a far less impact on carrying capacity as veld can recover rapidly. `
DOI: 10.15493/sarva.bgis.10000016
title: CAPE Priorities

description: Created by intersecting cape_untransformed_areas_genf15_gw.shp (i.e. CAPE remnants) and cape_priorities (only grids with display = mandatory or negotiated selected) using the geoprocessing tools` Intersect option by HdK 25/6/01. A dissolve was run with geoprocessing tool on Nvcode.
DOI: 10.5281/zenodo.1193610
title: Ws-Cr

description: DIHARD16kHz_w2s1_bezTicha(SegMeziTich)_VAD_SCDref_testSetMighty_ivec_Recluster0_M2048_DS20_mad_L100
DOI: 10.5281/zenodo.1193611
title: Ws-Cr

description: DIHARD16kHz_w2s1_bezTicha(SegMeziTich)_VAD_SCDref_testSetMighty_ivec_Recluster0_M2048_DS20_mad_L100
DOI: 10.15493/sarva.bgis.10000014
title: CAPE irreplaceability 2002

description: Original shape file had the following attributes: Spheroid = Clarke 1880, Units = meters, Central meridian = 22, 1st standard parallel = -34, 2nd standard parallel = -32, Latitude of projection at origin = 0, False easting = 0, False, Northing = 0 Projection was then changed to Geographic and datum to WGS84 using the projection script and datum converter in Arcview.`
DOI: 10.15493/sarva.bgis.10000020
title: Renosterveld Conservation Status

description: This data layer shows ecosystem status for vegetation types occurring in the Cape Lowlands Renosterveld planning domain (see separate infosheet for planning domain). Ecosystem status indicates whether a particular vegetation type is `critically endangered`, `endangered`, `vulnerable` or `least threatened`. These categories are based on biodiversity targets (calculated for the National Spatial Biodiversity Assessment, NSBA, 2004) and on the extent (% area) of natural vegetation remaining for that particular vegetation type.
DOI: 10.15493/sarva.bgis.10000022
title: STEP Inland Corridors
DOI: 10.15493/sarva.bgis.10000024
title: Ecological corridors
DOI: 10.15493/sarva.bgis.10000028
title: EC CBA reserves2 Project
DOI: 10.15493/sarva.bgis.10000030
title: Suitable habitat for Eland

description: The purpose is to provide a preliminary guideline on carrying capacities for game species suited to the Little Karoo. These are expressed as the estimated area (hectares) required per animal for the major habitat types present. It is a guideline for assisting landowners to utilize their veld at sustainable levels. There is no specific combination of game animals that will be suitable for introduction to all of the farms in the Little Karoo. The mix of animals introduced must be in accordance with the variety and extent of the habitats on a particular farm. The carrying capacities for game were based on the current recommendations from the Department of Agriculture for large domestic stock (hectares / large stock unit) for pristine examples of 32 habitat types in the Little Karoo. This was done by overlaying the carrying capacity recommendation map of the Department of Agriculture with those of the habitat map prepared by Vlok et al. (2005) for the Little Karoo. Unfortunately the Department of Agricultures map is not very detailed and does not cover all 56 Little Karoo habitat types. However it does provide clear recommendations for the two extremes (Valley Thicket with Spekboom with highest and Proteoid Fynbos with lowest carrying capacities) as well as several others such as Apronveld, Gannaveld and Sandolienveld. Carrying capacity recommendations for habitat units not recognized by the Department of Agriculture map were interpolated for pristine examples of such veld. This was done by estimating the degree to which plants palatable to domestic stock will decrease or increase in the habitat type in relation to the Department of Agricultures recommendation for the most similar habitat type. Once confident that the carrying capacity for pristine examples of the 32 habitat types had been adjusted reasonably well within the variance of current recommendations, they were adjusted for the transformed conditions of these habitat types. These were determined by the degree of reduction of palatable plants that one can expect for each habitat type for the two levels of transformation (Note that this process still needs to be edited by agricultural experts). There is no easy sliding scale to predict the outcomes, as certain habitat types are more vulnerable to the impacts of transformation than others. Severe grazing may, for instance, rapidly result in the loss of sensitive topsoil in certain habitat types, but not in others with hard surfaces. Severe transformation in soft soils will result in a severe reduction in carrying capacity, but moderate transformation may have a far less impact on carrying capacity as veld can recover rapidly.
DOI: 10.5281/zenodo.1192927
title: Original_Speech

description: This is the system which uses original speech.
DOI: 10.15493/sarva.bgis.10000033
title: Flammability index map showing potential reoccurrence of fire

description: `The purpose is to provide spatially explicit indices of potential reoccurrence of fire within the 56 habitat types of the Klein Karoo. The fire potential (flammability index) is most useful in terms of developing appropriate boundaries for emerging fire protection associations. The vegetation map for the Klein Karoo (Vlok et al. 2005) was used as a basis. The minimum potential fire return period was assigned for each of the 56 habitat types present. This was based on the phytomass and structural characteristics of each habitat type. Non-flammability types were assigned a fire return interval of 100 + years whilea highly flammable type, such as grassy fynbos, was assigned a 5 year fire return period.`
DOI: 10.15493/sarva.bgis.10000037
title: Greater Cederberg Biodiversity Corridor

description: `Abstract Description:The planning domain for the Greater Cederberg Biodiversity Corridor project. Description of Purpose: To demonstrate the geographic boundaries of the Greater Cederberg Biodiversity Corridor Project. Lineage Description: Initially the boundary of the GCBC began with the proposed `Cederberg Mega Reserve Boundary` which was based on the 1999 C.A.P.E Irreplaceability Values. All of the Cederberg Expert Maps ( Produced in the initial stage of the GCBC project) were overlayed with this boundary. A new boundary line was then drawn around the hotspot areas identified by the experts. The outlier areas were not included. Subsequently, all the vegetation types within and immediately adjacent to the proposed planning domain and along the Olifants River in the, North East were selected and a generalised boundary was created using these parameters. The Swartland Shale Renosterveld was not included as this area forms part of the Botanical Society`s Renosterveld Finescale Plan. Quaternary catchment boundaries were used to cut out this vegetation type. In the Tanqua Karoo, a combination of quaternary catchments and 20m contour lines were used to create a new boundary line. In the, North, outliers of Vanrhynsdorp Gannabos were excluded. The, Northern line was created using vegetation type boundaries and quatenary catchments. The Western part of the boundary line is made up of vegetation type boundaries and the coastline. The resultant planning domain was presented to Jaco Venter and Jaco Rheede of the Cederberg management team and subsequently the following changes were made to the boundary: The area around the Olifants River (in the vicinity of Vredendal) was excluded as it was felt it should form part of a separate project. For management purposes, the entire extent of the Grootwintershoek Provincial Reserve was included. Due to the level of involvement of South African National Parks in the GCBC Project, the entire Tanqua Karoo National Park was included. Use Constraints: Users of the CPU`s information agree not to misuse, add to without permission, or misrepresent the information provided in any way. Please inform us of any misuse of this information. Access Constraints: In order to facilitate sustainable decision-making policies, we are making this information freely available to GIS users. Please note that while the information is free, it is still COPYRIGHTED. Disclaimer: Although the greatest care has been taken to ensure that the information we serve is up to date and spatially accurate, the Conservation Planning Unit and its partner organizations give no warranty, express or implied, as to the accuracy, reliability, utility or completeness of this information. Users of this information assume all responsibility and risk.`
DOI: 10.15493/sarva.bgis.10000039
title: Greater Cederberg Biodiversity Corridor (GCBC): protection status

description: The Cederberg Protection Status Map was clipped from the SA Vegetation Map- Beta Version 4. The map was clipped to the Greater Cederberg Biodiversity Corridor planning domain boundary. The SA Vegetation Map is the result of a collaborative project involving about 60 individuals from a number of organizations. The final version of this SA Vegetation Map will be published together with a book providing descriptions of vegetation types later in 2004. The attribute accuracy of the SA Vegetation Map and related products has been checked, where possible, through peer review. The logical consistency, completeness and horizontal positional accuracy of the map were also assessed. For additional information on the SA Vegmap and related products, consult the Vegmap handbook (to be released end of 2004). For additional information on the Greater Cederberg Biodiversity Corridor vegetation map, refer to the Cederberg Technical report. Although the greatest care has been taken to ensure that the information we serve is up to date and spatially accurate, the BGIS unit and its partner organizations give no warranty, express or implied, as to the accuracy, reliability, utility or completeness of this information. Users of this information assume all responsibility and risk.
DOI: 10.15493/sarva.bgis.10000041
title: Greater Cederberg Biodiversity Corridor (GCBC): river corridors

description: Riverine corridors from C.A.P.E and SKEP which fell within the GCBC were included. (Were clipped from the original layers and merged). Where there were gaps, a river layer provided by DWAF was used with a buffer of 500m on each side of the riverbank. Although the greatest care has been taken to ensure that the information we serve is up to date and spatially accurate, the BGIS unit and its partner organizations give no warranty, express or implied, as to the accuracy, reliability, utility or completeness of this information. Users of this information assume all responsibility and risk.
DOI: 10.15493/sarva.bgis.10000043
title: Greater Cederberg Biodiversity Corridor (GCBC): vegetation map

description: Vegetation of the Greater Cederberg Biodiversity Corridor which was clipped from the new SA VegMap of the vegetation types of South Africa (including Prince Edward and Marion Islands), Lesotho and Swaziland. In the SA vegmap, there are 440 zonal and azonal vegetation types mapped at a working scale of 1:250 000. The units are identified by a number with a linked table of names. The map is the result of a collaborative project involving about 60 individual contributors from a number of organizations. The final product is scheduled to be published, together with descriptions, in a book later in 2004. Used to identifiy vegetation types and their associated biodiversity targets within the Greater Cederberg Biodiversity Corridor Whilst every effort has been made to ensure the accuracy of these data, users are advised to use the data and conclusions drawn from its use with caution
DOI: 10.15493/sarva.bgis.10000045
title: Broad Management Units

description: The Broad Management Units have been defined by the intersection of all the broad-scale processes. Because many of the processes overlap, all the different combinations of overlap are shown. The GIS layer that was prepared for this report will allow the user to query the exact extent of each process`
DOI: 10.15493/sarva.bgis.10000049
title: Gouritz Initiative Management Sectors

description: Unique Management Sectors for the Gouritz Initiative area. These boundaries do not correlate to any other management boundaries (i.e. provincial boundaries, WCNCB Business units, Local Municipalities, etc.).
DOI: 10.15493/sarva.bgis.10000051
title: Gouritz Initiative Planning Domain

description: The boundary of Gouritz Initiative (GI) Planning Domain. This boundary is primarily an environmental boundary and does not adhere to other management boundaries.
DOI: 10.15493/sarva.bgis.10000055
title: Grysbok
DOI: 10.15493/sarva.bgis.10000057
title: Hippo
DOI: 10.15493/sarva.bgis.10000059
title: Karoo habitat
DOI: 10.15493/sarva.bgis.10000061
title: Klipspringer
DOI: 10.15493/sarva.bgis.10000063
title: Marine protected areas
DOI: 10.15493/sarva.bgis.10000065
title: The different biomes for the Western Cape

description: The vegetation types of the Western Cape are categorised according to different groups of ecosystems: Coastal, Lowland Fynbos, Midland and Mountain Fynbos, Renosterveld, Suculent Karoo, Mainland Thicket.
DOI: 10.15493/sarva.bgis.10000067
title: National Wetland MapII
DOI: 10.5281/zenodo.1193059
title: Front-End System1

description: This is a system which uses deep-learning based front-end techniques.
DOI: 10.5281/zenodo.1193184
title: Raw

description: This is the system which uses raw speech .
DOI: 10.5281/zenodo.1193185
title: Raw

description: This is the system which uses raw speech .
DOI: 10.15468/ctni95
title: Millipede and centipede assemblages on the northern and southern slopes of the lowland Altais, southwestern Siberia, Russia (Diplopoda, Chilopoda)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Nefediev, Pavel S., Farzalieva, Gyulli Sh., Tuf, Ivan H., Nedoev, Khozhiakbar Kh., Niyazov, Saparmurad T. (2018): Millipede and centipede assemblages on the northern and southern slopes of the lowland Altais, southwestern Siberia, Russia (Diplopoda, Chilopoda). ZooKeys 741: 219-254, DOI: http://dx.doi.org/10.3897/zookeys.741.21936, URL: http://dx.doi.org/10.3897/zookeys.741.21936
DOI: 10.15468/k52zwl
title: Four new species of the Glyphiulusjavanicus group from southern China (Diplopoda, Spirostreptida, Cambalopsidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiang, Xuankong, Guo, Xuan, Chen, Huiming, Xie, Zhicai (2018): Four new species of the Glyphiulusjavanicus group from southern China (Diplopoda, Spirostreptida, Cambalopsidae). ZooKeys 741: 155-179, DOI: http://dx.doi.org/10.3897/zookeys.741.23223, URL: http://dx.doi.org/10.3897/zookeys.741.23223
DOI: 10.15468/nu9obk
title: Hessebiusluculentus, a new species of the genus Hessebius Verhoeff, 1941 from China (Lithobiomorpha, Lithobiidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ma, Huiqin, Lu, Yanmin, Liu, Haipeng, Hou, Xiaojie, Pei, Sujian (2018): Hessebiusluculentus, a new species of the genus Hessebius Verhoeff, 1941 from China (Lithobiomorpha, Lithobiidae). ZooKeys 741: 193-202, DOI: http://dx.doi.org/10.3897/zookeys.741.20061, URL: http://dx.doi.org/10.3897/zookeys.741.20061
DOI: 10.15493/sarva.bgis.10000069
title: Ostrich farming: severe cultivated transformation
DOI: 10.15493/sarva.bgis.10000071
title: Wild Ostrich
DOI: 10.15493/sarva.bgis.10000073
title: Renosterveld Planning Domain

description: Planning domain of the Cape Lowlands Renosterveld Project consisting of a central part (made up of the Overberg, Boland/Swartland and Elgin Basin) and a 5km buffer.
DOI: 10.15493/sarva.bgis.10000075
title: Putting Biodiversity Plans to Work Priority Clusters
DOI: 10.15493/sarva.bgis.10000077
title: Proposed conservancies