AndreaBozzo/ceres-open-data-index huggingface dataset:
Electoral Areas - Legally Defined Administrative Areas of BC

Legally defined __Electoral Area__ polygons were drawn from metes and bounds descriptions as written in Letters Patent for Regional District Electoral Areas in the province of British Columbia. In the event of a discrepancy in the data, the metes and bounds description will prevail. Although the boundaries were drawn based on the legal metes and bounds descriptions, they may differ from how regional districts and their member municipalities and electoral areas currently view and/or manage their boundaries. Where discrepancies are noted, the Ministry of Municipal Affairs (the custodian) enters into discussion with the local governments whose boundaries are affected. In order to effect a change to the boundary, Cabinet approval is required. This is done through an Order in Council (OIC). While discrepancies to administrative boundaries are being resolved, boundaries may be adjusted on an ongoing basis until the requested changes are completed. The OIC_YEAR and OIC_NUMBER fields indicate the year that the boundary was passed under OIC and its associated number. The AFFECTED_ADMIN_AREA_ABRVN identifies the administrative areas that are affected by the OIC. A polygon dataset that includes all of the administrative areas currently in the __Administrative Boundaries Management System (ABMS)__ is available [here](https://catalogue.data.gov.bc.ca/dataset/legally-defined-administrative-areas-of-bc). A complimentary point dataset that defines the administrative areas is also available available [here](https://catalogue.data.gov.bc.ca/dataset/legally-defined-administrative-areas-of-bc-boundary-locations). Other individual datasets are available from the following records: https://catalogue.data.gov.bc.ca/dataset/municipalities-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/regional-districts-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/province-of-british-columbia-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/islands-trust-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/local-trust-areas-legally-defined-administrative-areas-of-bc

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
FADM - Tree Farm License (TFL) Deletion

The spatial representation for a Tree Farm Licence Deletion, which is forest land within the Tree Farm Licence that is being removed from the Tree Farm Licence Schedule 'A' or 'B' For further information on Tree Farm Licenses please visit this website: https://www2.gov.bc.ca/gov/content?id=A93E6DFD8C164AD19CD17880450289A3

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Counties of British Columbia - Legally Defined Administrative Areas of BC

The __Counties of British Columbia__ contains areas of land within the Province of British Columbia representing legally defined administrative areas described in the County Boundary Act. The purpose of this division is for the administration of justice. The counties were delineated using provincial base mapping features, following the metes and bounds descriptions in the Letters Patent. A polygon dataset that includes all of the administrative areas currently in the __Administrative Boundaries Management System (ABMS)__ is available [here](https://catalogue.data.gov.bc.ca/dataset/legally-defined-administrative-areas-of-bc). A complimentary point dataset that defines the administrative areas is also available [here](https://catalogue.data.gov.bc.ca/dataset/legally-defined-administrative-areas-of-bc-boundary-locations). The Legal document which divides the province of British Columbia into counties is available [here](http://www.bclaws.ca/civix/document/id/complete/statreg/96075_01). Other individual datasets are available from the following records: https://catalogue.data.gov.bc.ca/dataset/province-of-british-columbia-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/municipalities-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/regional-districts-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/electoral-areas-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/islands-trust-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/local-trust-areas-legally-defined-administrative-areas-of-bc https://catalogue.data.gov.bc.ca/dataset/sh-sh-lh-nation-legally-defined-administrative-areas-of-bc

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Fish Holding Areas - Coastal Resource Information Management System (CRIMS)

Fish holding areas (i.e. areas of concentration of salmon and herring, both adult and juvenile) in coastal British Columbia. Attribute information includes overall relative importance, species of salmon and other fish observed at various times throughout the year as well as information on spawning activity and larvae. CRIMS is a legacy dataset of BC coastal resource data that was acquired in a systematic and synoptic manner from 1979 and was intermittently updated throughout the years. Resource information was collected in nine study areas using a peer-reviewed provincial Resource Information Standards Committee consisting of DFO Fishery Officers, First Nations, and other subject matter experts. There are currently no plans to update this legacy data.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
TANTALIS - Crown Land Operating Agreements

TA_CROWN_OPERATING_AGRMNTS_SVW contains the spatial representation (polygon) of active and applied for Crown Land Operating Agreements. Operating agreements provide for use of Crown Land for operation/development but do not provide for future purchasing of land. The view was created to provide a simplified presentation of this single tenure type from the disposition information in the Tantalis operational system. The same content could be derived from the TA_CROWN_TENURES_SVW by filtering to this tenure type only

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Legal Planning Objectives - Current - Polygon

Spatially identified and mapped legal objective polygons as determined from Strategic Land and Resource Planning (SLRP) processes in the province of British Columbia. Legal objectives can encompass objectives developed and grandfathered under now repealed Forest Practices Code legislation (including Higher level Plans), as well as new and existing objectives developed through the Land Use Objectives Regulation and the Land Act to support FRPA implementation. This layer contains polygon features. The Strategic Land and Resource Planning documents can be accessed [here](https://www2.gov.bc.ca/gov/content/industry/crown-land-water/land-use-planning/regions). Current SLRP legal objective polygons are included in this layer. For all SLRP legal objective polygons (retired and current), please see the layer [Legal Planning Objectives - All - Polygon](https://catalogue.data.gov.bc.ca/dataset/eed2b09d-295a-4a02-adf2-178283ffacb7).

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Predictive Ecosystem Mapping (PEM) Detailed Polygons with Short Attribute Table Spatial View

This dataset is not currently available in the BCGW but may be downloaded in geodatabase format. Please refer to: [Terrestrial Ecosystem Information (TEI) Data Distribution Packages](http://catalogue.data.gov.bc.ca/dataset/terrestrial-ecosystem-information-tei-data-distribution-packages) PEM_Polygons contains Predictive Ecosystem Mapping polygons with key and amalgamated (concatenated) attributes derived from the RISC (Resource Inventory Standards Committee) standard attributes. PEM uses modeling to divide the landscape into units according to a variety of ecological features including climate, physiography, surficial material, bedrock geology, soils and vegetation. This layer is derived from the STE_TEI_ATTRIBUTE_POLYS_SP layer by filtering on the PROJECT_TYPE attribute. COMMENTS - this spatial view replaces the older STE_PEM_SHORT_TABLE_SP.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Regional Flood Frequency Analysis Station

This layer represents Water Survey of Canada (WSC) and United States Geological Survey (USGS) gauge stations that meet the following criteria for inclusion: at least 10 years or data (with 350 or more days of observations) above the low outlier threshold; less than 20% (by basin drainage area) regulation; a corresponding basin polygon dataset (either supplied or delineated) with a area <15% different than the basin area reported by WSC or USGS; full metadata coverage for the basin (e.g. mean annual precipitation, elevation, etc.); and 1-, 3-, 5-, and -10 day distribution fits that did not overlap for any Average Recurrence Interval’s (ARI) above 2 years. See Bulletin 2020-1-RFFA British Columbia Extreme Flood Project – Regional Flood Frequency Analysis – Technical development report and manual to complete a regional flood frequency analysis.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Diving Ducks - Coastal Resource Information Management System (CRIMS)

Distribution of diving duck species habitat in coastal British Columbia showing relative abundance (RA) by season and overall relative importance (RI). RI is based on project region and not on the province as a whole. CRIMS is a legacy dataset of BC coastal resource data that was acquired in a systematic and synoptic manner from 1979 and was intermittently updated throughout the years. Resource information was collected in nine study areas using a peer-reviewed provincial Resource Information Standards Committee consisting of DFO Fishery Officers, First Nations, and other subject matter experts. There are currently no plans to update this legacy data.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
FADM - Pulpwood Agreement

The spatial representation for a Pulpwood Agreement, which is a 25 year term agreement, replaceable every ten years, that allows the holder of a wood-fibre processing facility to harvest Crown pulp timber if sufficient quantities of raw material are not available to the holder from other sources. Covers a large area in one or more Timber Supply Areas or TFLs.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Freshwater Atlas Islands

All island polygons. Islands may overlap as there are islands within islands (e.g., a lake on an island contains an island). GNIS_NAME_1 contains the most atomic name for the island. For example, there are 3797 "Haida Gwaii" islands. If the island has not been named as part of a more specific group or with an individual name, "Haida Gwaii" is the GNIS_NAME_1 value. GNIS_NAME_2 and GNIS_NAME_3 values are null. If the island has a more specific name, "Haida Gwaii" moves to GNIS_NAME_2, and the more atomic name, such as "Moresby Island" is the GNIS_NAME_1. If the island has an individual name, belongs to a group, and is part of Haida Gwaii, the same logic of naming from most to least specific applies. For example, GNIS_NAME_1 = "George Island", GNIS_NAME_2 = "Copper Islands", GNIS_NAME_3 = "Haida Gwaii".

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
TANTALIS - Surveyed Right-of-way Parcels

TA_SURVEYED_ROW_PARCELS_SVW contains the spatial representation (polygon) of all parcels of land surveyed for statutory access or Right-of-Way purposes, with active surveys, that are or have been within the purview of the B.C. Crown Land Management program. The view was created to provide a simplified view of this data from the survey parcel information in the Tantalis operational system

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Black Oystercatchers - Coastal Resource Information Management System (CRIMS)

Distribution of Black Oystercatcher habitat in coastal British Columbia showing relative abundance (RA) by season and overall relative importance (RI). RI is based on project region and not on the province as a whole. CRIMS is a legacy dataset of BC coastal resource data that was acquired in a systematic and synoptic manner from 1979 and was intermittently updated throughout the years. Resource information was collected in nine study areas using a peer-reviewed provincial Resource Information Standards Committee consisting of DFO Fishery Officers, First Nations, and other subject matter experts. There are currently no plans to update this legacy data.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Distribution of Harbour Seals - Coastal Resource Information Management System (CRIMS)

Modeled data showing the likely distribution of harbour seals. CRIMS is a legacy dataset of BC coastal resource data that was acquired in a systematic and synoptic manner from 1979 and was intermittently updated throughout the years. Resource information was collected in nine study areas using a peer-reviewed provincial Resource Information Standards Committee consisting of DFO Fishery Officers, First Nations, and other subject matter experts. There are currently no plans to update this legacy data.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Ungulate Winter Range - Draft - Peace Region

A mapped draft area of habitat with associated species-specific management requirements with the intent to become approved under the authority of the Forest Practices Code and the Forest and Range Practices Act. A mapped area of habitat required for the winter survival of ungulate species. Associated with the mapped areas are species-specific management requirements. This dataset contains draft UWR for the Peace Region. These polygons have not yet reached stage 3 of the designation process; this means they have been accepted by regional biologists, have proposed measures associated, and are in review/comment stage.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Aquifer Vulnerability to Saltwater Intrusion – Pumping hazard

A newer dataset developed in 2021, called Aquifer Vulnerability to Sea Water Intrusion, has replaced this version. This dataset remains available for download for comparison purposes. This dataset was developed as part of the Risk Assessment Framework for Coastal Bedrock Aquifers project completed by Simon Fraser University, for the BC Ministry of Environment and the BC Ministry of Forests, Lands and Natural Resource Operations. Features in the dataset show the vulnerability of coastal aquifers on the Gulf Islands to salt water intrusion, based on their intrinsic susceptibility (aquifer properties such as distance from the coast and topography) and groundwater pumping (well density and type of use). This [link](http://summit.sfu.ca/item/15778) refers to the Master of Science Thesis Report prepared by Jeanette Klassen in 2015 as a component of the collaborative study between Simon Fraser University and the Province of British Columbia.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
RESULTS - Openings svw

RESULTS Openings are administrative boundaries for areas harvested with silviculture obligations or natural disturbances with intended forest management activities on Crown Land. The RESULTS openings_svw is a spatial view made up of a number of tables containing information on disturbance dates, generalized bec, forest district, opening category, opening status, previous tree species, opening gross area, average slope, average elevation, aspect, along with maximum and minimum elevation values, and many more fields.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Kokanee Shore Spawner REDDS Data - Okanagan Region

The Okanagan Lake kokanee shore spawner data set is comprised of two combined data sets. The historical data set for the years 1974, 77, 78, 79 and 80 and a more recent data set collected from 2001 to 2009. The historical data was derived from information collected in the field and hand drawn onto air photographs. Ministry staff circled Okanagan Lake in a boat one time each year and recorded fish numbers and spawner locations onto air photographs that were digitized in 2006 to make up the historical data set. This data set may not capture the peak reach count for these years. The data collected from 2001 to 2009 was derived from boat counts undertaken along the shoreline of Okanagan, Wood and Kalamalka Lakes. A GPS was used to record shore spawner locations and numbers. Multiple counts were undertaken over the entire spawning cycle and covered the peak spawning period for each year of data provided. The data collected for Christina Lake began in 2003 and ended in 2006. Christina Lake kokanee spawn at night in late December and early January. Kokanee spawning redd locations are available for the 2003/2004 count. Kokanee enumerations were undertaken at night for the 2004/2005 and 2005/2006 seasons and spawning redds were counted at the end of spawning cycle. For these two years there is both spawning and redd count data available

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Hydrology: Hydrometric Watershed Boundaries (Historical)

Watershed boundary delineated for Canada-BC hydrometric stations. Currently, watersheds were delineated using 1:50,000 scale boundaries in 1996, and many watersheds encompass entire drainages, instead of just the upstream watersheds. Note - Not yet available, but we are in the process of generating BC hydrometric station upstream watersheds using updated base data, using the following method: Within BC, watershed boundaries are based on the 1:20,000-scale Freshwater Atlas fundamental watersheds, and trimmed using the BC TRIM DEM used to approximate the height-of-land at the station locations. Outside of BC, but within Canada, watershed boundaries were approximated using Canada CDED DEM data for delineation (no "stream burning" was used) and some manual editing of boundaries was done to approximately match hydrology data after the fact. Within U.S.A., the USGS Watershed Boundary Dataset was used (at the best scale available for each drainage) to delineate the watershed boundary, with the watershed trimmed using the USGS National Elevation Dataset to approximate the height-of-land when necessary.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Ministry of Transportation (MOT) Landmark Kilometre Inventory (LKI)

The Landmark Kilometre Inventory spatial layer is used primarily by the Ministry of Transportation and Infrastructure (MOT) to represent routes against which accident data and traffic counts are collected. This method describes roads by a four number designation referred to as a segment (i.e. 0375) This spatial layer was created based on Digital Road Atlas (DRA) centerline using linear referencing

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Cost of procurement per each $100 of contracts awarded 

Measures operation efficiency by comparing annual procurement costs as a proportion of the three-year annual average of the total value of contracts entered into by the organization.

Calculation / formula: [(Annual Cost of Procurement Services)/(3-Year Annual Avg. of the Total Value of Contracts Entered Into)] * 100

Cost of Procurement Services is defined as the total annual costs (expenditures) for SSC procurement services, including salary and O&M. Contract Value is defined as the three-year annual average of the total value of contract entered into by the organization. 

Target: $1.75



Organization: Shared Services Canada | Services partagés Canada
Immigrant-led SME Exporters in Canada

Canada has a large, diverse, and highly educated immigrant population that makes an important contribution to the Canadian economy. This study examines the contribution of immigrant-led businesses to Canada’s export performance and study find that Canada’s foreign-born population is more outward-looking than is the Canadian-born population. Businesses led by immigrants, despite being smaller on average, are much more likely to export and derive a greater share of revenue from exporting. They also tend to export further afield; relying less on the United States as a market and exporting to more diverse markets. It is therefore beneficial to the growth and diversification of Canadian exports that the number of immigrant-led exporters has grown at twice the rate of that of Canadian-born exporters. Immigrant-women-led business are of particular note, exporting at a far higher rate than business led by Canadian-born-women. This study reaffirms the important contribution of immigrant-led business to the Canadian economy and to Canada’s international trade performance.

Organization: Global Affairs Canada | Affaires mondiales Canada
Agricultural Land Practices Groups of the Canadian Prairies

The “Agricultural Land Practices Groups of the Canadian Prairies” dataset lays out the areas of the 13 Land Practices Groups of the agricultural portions of the Canadian Prairies.  They are represented by vector polygons amalgamated (dissolved) from the Version 1.9 SLC polygons sharing common water resources, land use and farming practices as developed in the “Agricultural Land Practices Groups of the Canadian Prairies by SLC Polygon” of this series. 
The dataset is based upon selected attributes from the Soil Landscapes of Canada (SLC) and the 1996 Census of Agriculture.
Typical attributes including: land in pasture, land in summerfallow, crop mixture, farm size and the level of chemical and fertilizer inputs.

Organization: Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada
Agricultural Major Land Practices Groups of the Canadian Prairies

The “Agricultural Major Land Practices Groups of the Canadian Prairies” dataset lays out the areas of the 5 Major Land Practices Groups of the agricultural portions of the Canadian Prairies.  They are represented by vector polygons amalgamated (dissolved) from the Version 1.9 SLC polygons sharing common water resources, land use and farming practices as developed in the “Agricultural Land Practices Groups of the Canadian Prairies by SLC Polygon” of this series. 
The dataset is based upon selected attributes from the Soil Landscapes of Canada (SLC) and the 1996 Census of Agriculture.
Typical attributes including: land in pasture, land in summerfallow, crop mixture, farm size and the level of chemical and fertilizer inputs.

Organization: Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada