This dataset provides wall-to-wall maps of forest structure across Canada's 650 million hectare forested ecosystems for the year 2022, generated at a spatial resolution of 30 m.It is developed within the framework of Canada’s National Terrestrial Ecosystem Monitoring System (NTEMS). Structure estimates include key attributes such as canopy height, canopy cover, and aboveground biomass, derived using a combination of airborne lidar and Landsat-based spectral composites. Structure models were trained using the - lidar-plot framework - (Wulder et al. 2012), which integrates co-located airborne lidar data and ground plot measurements with Landsat time-series composites (Hermosilla et al. 2016). A Nearest Neighbour imputation approach was applied to estimate structural attributes across the full extent of Canada's forested area. These nationally consistent products are intended to support strategic-level forest monitoring and assessment and are not designed for operational forest management.For further details on the methods, accuracy assessment, and source data, see Matasci et al. (2018).Matasci, G., Hermosilla, T., Wulder, M.A., White, J.C., Coops, N.C., Hobart, G.W., Bolton, D.K., Tompalski, P., Bater, C.W., 2018. Three decades of forest structural dynamics over Canada's forested ecosystems using Landsat time-series and lidar plots. Remote Sensing of Environment, 216, 697-714. https://doi.org/10.1016/j.rse.2018.07.024 (Matasci et al. 2018)

Geospatial forest inventory dataset updated for depletions, such as harvesting, and projected annually for growth. Sample attributes in this dataset include: age, species, volume, height. The Vegetation Resources Inventory (VRI) spatial datasets describe both where a vegetation resource (ie timber volume, tree species) is located and how much of a given resource is within an inventory unit. Suggested citation: Forest Analysis and Inventory Branch (2024). VRI - 2024 - Forest Vegetation Composite Rank 1 Layer (R1). British Columbia Data Catalogue. https://catalogue.data.gov.bc.ca/dataset/2ebb35d8-c82f-4a17-9c96-612ac3532d55

The Social Vulnerability component of the National Human Settlement Layer (NHSL) includes information about broad spatial patterns of social vulnerability at the neighbourhood scale, and indicators about the capacities for a community to withstand and recover from disaster events based on intrinsic characteristics of housing, family structure, individual autonomy and financial agency.Information in the model provides a means of comparing relative levels of social vulnerability from one region to another across Canada and helps to identify specific dimensions within a community that contributes to their relative levels of social vulnerability. This information is not intended for site-specific study, but instead to understand broad patterns of social characteristics and vulnerability across multiple census dissemination areas.

This feature class represents Manitoba's Forest Management Unit (FMU) boundaries.Forest Management Units (FMU's) define a forested area with common forest conditions that are managed in a similar manner. Forest Sections are comprised of FMU's. Forest inventories within Forest Management Units are analysed to determine allowable harvest limits of softwood and hardwood tree species within each Forest Management Unit. Version 3: The southern portion of FMU 67 within the Highrock Forest Section has been adjusted to align with base features captured in 2009. Additionally, an 11 hectare portion of the Saskatchewan River Forest Section (FMU 59) has been added to the Highrock Forest Section. Version 4: The northern portion of FMU 68 along the Rail Haul within the Highrock Forest Section has been adjust so that the boundary falls within water only. Additionally, version 4 splits the 'White Zone' forest section (FMU 76) by ecozones, creating FMU 76 (Taiga Shield), FMU 77 (Southern Arctic), FMU 78 (Hudson Plain) and FMU 79 (Boreal Shield). Version 4 is dated February 8, 2013. Fields Included: OBJECTID: Sequential unique whole numbers that are automatically generated . MANAGEMENT_UNIT_NUMBER : Management Unit (MU) number . S ECTION : Forest section number . SECTION_NAME : Forest section name .

This feature class represents Manitoba's Forest Management Licence (FML) boundaries.The Forest Act provides for the establishment of Forest Management Licences to provide a continuous supply of timber to the forest industry. A Forest Management Licence, granted for a period of not more than twenty years, may be renewed for further periods. The Forest Management Licence describes the land upon which trees may be cut, the volume of wood that may be harvested, and other terms and conditions. There are currently two Forest Management Licences in Manitoba, FML-2 and FML-3 . Timber management and forest renewal are the responsibilities of Manitoba Sustainable Government on Crown Forest Land outside of Forest Management Licence areas, and within Forest Management Licence areas where the wood is used by a facility other than that operated by the Forest Management Licensee. Version 3 of Manitoba's Forest Management Licence (FML) boundaries includes FML-2 and FML-3. Previous boundaries associated with FML-1 and IWSA's have been removed. To update and improve the positional accuracy of Manitoba's Forest Management Licence (FML) boundaries, written descriptions of FML areas were referenced along with linework from Forest Land Inventories (FLI), Forest Resource Inventories (FRI) and Manitoba's township fabric to improve Provincial FML boundaries. Boundary linework the following related geospatial datasets were topologically checked for coincident linework: Manitoba Provincial Boundary; Manitoba Forest Management Units ; Manitoba Forest Management Licence Agreement Areas; Manitoba Forest Sections; Manitoba Provincial Forests . Fields Included: FML_NAME : Forest Management Licence area name.

Manitoba's Forest Management Licence Area (FML) Boundaries – Version 4.The Forest Act provides for the establishment of Forest Management Licences to provide a continuous supply of timber to the forest industry. A Forest Management Licence, granted for a period of not more than 20 years, may be renewed for further periods. The Forest Management Licence describes the land upon which trees may be cut, the volume of wood that may be harvested, and other terms and conditions. There are currently three Forest Management Licences in Manitoba. Timber management and forest renewal are the responsibilities of Manitoba Conservation on Crown Forest Land outside of Forest Management Licence areas, and within Forest Management Licence areas where the wood is used by a facility other than that operated by the Forest Management Licensee. Version 4 of Manitoba's Forest Management Licence (FML) boundaries incorporates minor edits made to the BDY_MB_FMU_PY feature class, ensuring coincident line work with the provincial boundary and provincial forests. Version 3 of Manitoba's Forest Management Licence (FML) boundaries includes FML-2 and FML-3. Previous boundaries associated with FML-1 and IWSAs have been removed. To update and improve the positional accuracy of Manitoba's Forest Management Licence (FML) boundaries, written descriptions of FML areas were referenced along with line work from Forest Land Inventories (FLI), Forest Resource Inventories (FRI) and Manitoba's township fabric to improve p rovincial FML boundaries. Boundary line work for all of the following feature classes were topologically checked for coincident line work: 1. BDY_MB_FMU_PY (Provincial FMUs); 2. Provincial Boundary; 3. BDY_MB_FML_PY (Provincial Forest Management Licence Areas); 4. BDY_MB_FOREST_SECTION_PY (Provincial Forest Sections); 5. BDY_MB_PROV_FOREST_PY (Provincial Forests)   The dataset includes the following fields /Les ensembles de données comprennent les champs suivants Name / Nom Alias Description FML FML Forest Management Licence Area number Numéro de zone de gestion forestière visée par une licence FML_NAME FML Name / Nom Forest Management Licence Area name Nom de zone de gestion forestière visée par une licence AREA_HA Area / Surface (Hectares) Area in hectares La surface en hectares   Limites des zones de gestion forestière du Manitoba visées par une licence – Version 4

The spatial representation of a Forest Stewardship Plan and Forest Development Units. A Forest Stewardship Plan is a plan submitted by a forest industry licensee stating how the BC Government's objectives for managing the province's forest resources will be met. It identifies the plan-holder's obligations for a five-year period. The Forest Development Unit is the spatially-mapped area of land within a Forest Stewardship Plan where specific forest practices obligations apply to specific forest licensees.

Many communities in Canada depend to some extent on forestry and the forest sector. The importance of the forest industry to the regional economy can be assessed using the CanEcumene GIS Database. “Ecumene” is a term used by geographers, meaning “inhabited lands.” A forest ecumene refers to areas where human settlement coincides with forested areas, including locations where people depend on the forest for their livelihood. Populated places in the ecumene database are referenced using natural boundaries, as opposed to administrative or census boundaries, and provide a more suitable means for integrating socio-economic data with ecological and environmental data in a region.An analysis of ecumene labour force data and location of mill facilities resulted in a generalized rendering showing regional dependency of the forest industry. The location of mill facilities layer includes information on mill type (i.e., pulp and saw) and ownership. The sensitivity to forest industry layer shows which forest communities and regions are more sensitive to economic impacts in the forest industry.Two layers are provided: the sensitivity of forest communities and regions to forest industry, and the location of mill facilities.

The Rocky Mountains Forest Reserve dataset is comprised of all the polygons that represent Rocky Mountains Forest Reserves in Alberta. The Rocky Mountains Forest Reserve is an area designated through a Legislature Act in 1948 that provides the conservation of the forests and the protection of the watersheds and rivers on the eastern slope of the Rocky Mountains.

The Remote Communities Energy Database (RCED) is a tool that aims to collect and show pertinent information about the generation and use of electricity and other energy sources for all remote communities of Canada. This data is collected from a variety sources, including Statistics Canada, Provincial and Territorial Governments, utilities, public reports and communities.The term “remote community” refers to any community not currently connected to the North American electrical grid nor to the piped natural gas network; and which is a permanent or long-term (five years or more) settlement with at least 10 dwellings.Disclaimer: Natural Resources Canada (NRCan) accepts no responsibility or liability for any errors, inaccuracies and/or omissions in the Remote Communities Energy Database (RCED). The content of the RCED is a compilation of data obtained from many sources and the data is subject to change without notice. Neither does NRCan warrant or guarantee that the information is accurate, complete or current at all times. In no event will NRCan or the Government of Canada and its employees be liable or responsible for any damages resulting from any such errors, inaccuracies or omissions nor will they be liable or responsible for any lost profits, loss of revenue or earnings, claims by third parties or for any economic, indirect, special, incidental, consequential or exemplary damage including but not limited to any demands or causes of action in contract, tort or otherwise including any liability for negligence.