AndreaBozzo/ceres-open-data-index huggingface dataset:
Historic - Flood Susceptibility Mapping

This series of historic flood susceptibility maps comes from an XGBboost machine learning model trained on major floods from 2005 to 2023. The trained model is then run for each year from 2000 to 2023, including unique temporal characteristics of temperature, precipitation, land use land cover and  Normalized Difference Vegetation Index (NDVI), to predict the flood susceptibility of any given year.

This dataset forms part of a broader collection of flood susceptibility datasets, offering related information and analyses. The collection includes an overview page with associated publications, historic susceptibility values, temporal trends, and future projections.

- [Collection – Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/1074f781-85d3-4c86-86cb-fd1c339197dc)
- [Trends and Extremes – Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/3202e0a0-0afb-4120-b102-b0c41f0fb9eb)
- [Future - Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/c00f95a3-7bab-4d28-b9cc-b30f06b5afd2)

Organization: Natural Resources Canada | Ressources naturelles Canada
Future - Flood Susceptibility Mapping

This series of projected future flood susceptibility maps were generated using an XGBoost machine learning model trained on major floods from 2005 to 2023. The trained model was applied to future climate scenarios for 2050, 2070, and 2100, under two SSP scenarios: 245 and 585. The model uses temperature and precipitation time series to estimate potential future flood susceptibility. These maps represent model projections and should be interpreted as indicators of potential flood susceptibility, not precise forecasts.

This dataset forms part of a broader collection of flood susceptibility datasets, offering related information and analyses. The collection includes an overview page with associated publications, historic susceptibility values, temporal trends, and future projections.

- [Collection – Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/1074f781-85d3-4c86-86cb-fd1c339197dc)
- [Historic - Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/ea1384df-bf4a-4743-97bb-870dc43f8d77)
- [Trends and Extremes – Flood Susceptibility Mapping]( https://open.canada.ca/data/en/dataset/3202e0a0-0afb-4120-b102-b0c41f0fb9eb)

Organization: Natural Resources Canada | Ressources naturelles Canada
Canada Mortgage and Housing Corporation, housing starts in all centres 10,000 and over, Canada, provinces, and census metropolitan areas, seasonally adjusted at annual rates, quarterly

<p>This table contains data described by the following dimensions (Not all combinations are available): Geography (47 items: Canada; Prince Edward Island; Atlantic provinces; Newfoundland and Labrador ...), Type of unit (6 items: Total units; Multiples; Semi-detached units; Single-detached units ...). </p>


Organization: Statistics Canada | Statistique Canada
Canadian Wind Turbine Database

The Canadian Wind Turbine Database contains the geographic location and key technology details for wind turbines installed in Canada.

Latest update includes: Wild Rose 2, commissioned on Sept. 16, 2025

This dataset was jointly compiled by researchers at CanmetENERGY-Ottawa and by the Centre for Applied Business Research in Energy and the Environment at the University of Alberta, under contract from Natural Resources Canada. Additional contributions were made by the Department of Civil & Mineral Engineering at the University of Toronto.

Note that total project capacity was sourced from publicly available information, and may not match the sum of individual turbine rated capacity due to de-rating and other factors. The turbine numbering scheme adopted for this database is not intended to match the developer’s asset numbering.

This database will be updated in the future. If you are aware of any errors, and would like to provide additional information, or for general inquiries, please use the contact email address listed on this page.

Organization: Natural Resources Canada | Ressources naturelles Canada
Passamaquoddy Bay monthly Conductivity Temperature and Depth (CTD) sampling (1989 - 2018)

A systematic oceanographic monitoring program was initiated in September 1989 at twenty-five monitoring stations in the Passamaquoddy Bay area and approaches by Dr. Shawn Robinson based out of the St. Andrews Biological Station (SABS). Stations were established in a uniform grid pattern of two arcminutes latitude and longitude over the study area in order to develop a database on the spatial patterns of water properties. Monthly measurements of the water column for the temperatures and salinity at all stations was completed using a Seacat SBE 19 internally recording CTD from Sea-bird Electronics Inc. The CTD was programmed to record conductivity, temperature, and depth at a frequency of 2 hz, corresponding to 2 measurements per meter of water depth.	
CTD casts were recorded for each of the 25 stations in the study area monthly using the R/V Pandalus, and later the CCGS Viola M. Davidson based out of SABS. The CTD was configured such that the sensors were oriented towards the benthos and the CTD was then attached to a hydraulic winch on the deck of the ship by a stainless steel cable one meter above a weight, and lowered 1 m below the water's surface in order for the CTD to equilibrate for one minute. The CTD was then lowered at 1 m/s to the benthos using a metered block on the winch to determine when the CTD had reached the maximum depth at that station. Once the weight had touched the bottom, the CTD was retrieved from the water, turned off, and placed in a bucket of fresh seawater in order to minimize equilibration time at the next station.           	
Initially, the CTD measured salinity via water forced through the salinity cell with the drop rate of 1 m/s, but in August 1992, a pump was mounted on the CTD in order to provide a more consistent flow of water across the salinity cell. Surface temperatures were measured from bucket samples collected upon arriving at each station using a hand-held mercury thermometer at each station, and Secchi disk measurements were recorded.	
All data were downloaded from the CTD upon return to SABS using a DFO computer and the proprietary Sea-Soft software. Downcast data from each profile was retained, binned into 1 m intervals, and processed to remove data spikes, density inversions, and anomalies due to inadequate instrument equilibration. Processed data was then stored in the DFO's Oracle database (PTRAN) under the IMTA_SABS schema in the INVHYD and INVINF tables. Station numbers and locations are recorded in the CTD_STATIONS table in the IMTA_SABS schema.

Cite this data: Robinson, S. Data of: Passamaquoddy Bay monthly Conductivity Temperature and Depth (CTD) sampling (1989 - 2018). Published: October 2019. Coastal Ecosystems Science Division, Fisheries and Oceans Canada, St. Andrews, NB. https://open.canada.ca/data/en/dataset/12184962-7879-4214-aef0-b31162f04a27

Organization: Fisheries and Oceans Canada | Pêches et Océans Canada
Passamaquoddy Bay biodiversity trawl

The Coastal Biodiversity Trawl Survey for the Passamaquoddy Bay was conducted annually between July to October from 2009 to 2019. This survey was intended to monitor long-term change in local species presence, habitat utilization, and health.  The sampling activities support coastal research in fisheries, aquaculture, marine protected areas, and ecosystem change. Data collected prior to 2013 are generally not recommended for comparative analysis due to changes in vessel, sampling effort, and protocols.

For additional information please see:

- Cooper, J.A. and Blanchard, M.J. 2016. Coastal Biodiversity Trawl of the Passamaquoddy Bay
Area: 2009 to 2014. Can. Tech. Rep. Fish. Aquat. Sci. 3176: xi+52 p.

Organization: Fisheries and Oceans Canada | Pêches et Océans Canada
CanadExport - volume 22 - 2004

Archived and Outdated Information: This publication is out of date and should be referenced for research or recordkeeping purposes only. It is not subject to the Government of Canada Web Standards and has not been altered or updated since it was archived. You can request an alternate version of our publications by email at Accessibilite-accessibility@international.gc.ca or telephone at 1-800-267-8376.

This biweekly newsletter covers events and analysis of interest to Canadian exporters. It features success stories about Canadian entrepreneurs and export sectors, information about resources and opportunities, and periodic special interest supplements.



Organization: Global Affairs Canada | Affaires mondiales Canada
Investment banking services price index, annual

<p>Investment banking services price index (IBSPI) measures the change in price of investment banking services. Annual data are available from 2010. The table presents data for the most recent reference period and the last four periods. Data is available in a Fisher, Laspeyres or Paasche index. The base period for the index is 2017=100.   </p>

Organization: Statistics Canada | Statistique Canada
Remote Communities Energy Database (2025)

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.

Organization: Natural Resources Canada | Ressources naturelles Canada
Exposure, non-exposure and other reporting data from licensed facilities in Canada

Under the Government of Canada’s Human Pathogens and Toxins Act, facilities where controlled activities with Risk Group 2, 3 or 4 pathogens are carried out must have a pathogen and toxin licence. The licence requires facilities to adhere to specific safety protocols and reporting standards. Licensed facilities must report various types of incidents to the Public Health Agency of Canada, including exposure incidents, non-exposure incidents and other events that could impact facility safety. The datasets consist of exposure incident reporting (notification and follow-up reporting), non-exposure reporting and other event reporting data.

Organization: Public Health Agency of Canada | Agence de la santé publique du Canada
Air quality – Average sulphur dioxide concentrations at monitoring stations

The Canadian Environmental Sustainability Indicators (CESI) program provides data and information to track Canada's performance on key environmental sustainability issues. The Air quality indicators track ambient concentrations of fine particulate matter, ground-level ozone, sulphur dioxide, nitrogen dioxide, and volatile organic compounds at the national, regional and urban levels and at local monitoring stations. The national and regional indicators are presented with their corresponding Canadian Ambient Air Quality Standard when available. Canadians are exposed to air pollutants on a daily basis, and this exposure can cause adverse health and environmental effects. Information is provided to Canadians in a number of formats including: static and interactive maps, charts and graphs, HTML and CSV data tables and downloadable reports. See the supplementary documentation for the data sources and details on how the data were collected and how the indicator was calculated.

Canadian Environmental Sustainability Indicators: https://www.canada.ca/environmental-indicators

Organization: Environment and Climate Change Canada | Environnement et Changement climatique Canada
Nearshore Nuisance Benthic Algae Data (2012- )

Water quality and ecosystem health data are collected in the nearshore zone of the Great Lakes to address the problem of nuisance benthic algae. Monitoring data include physical and chemical water quality data as well as biological data, primarily from Cladophora and dreissenid mussels on the lakebed. Monitoring is conducted (i) to improve understanding of the factors impacting nearshore water quality, algae growth, and ecosystem health; (ii) to develop ecosystem health indicators for the nearshore; (iii) to provide validation and calibration data for modelling; (iv) to support the development of a binational nearshore assessment and management framework; and, (v) to measure the success of ongoing and future phosphorus reduction targets to support a healthy ecosystem.

Organization: Environment and Climate Change Canada | Environnement et Changement climatique Canada
Water quantity in Canadian rivers – Water quantity at monitoring stations

The Canadian Environmental Sustainability Indicators (CESI) program provides data and information to track Canada's performance on key environmental sustainability issues. The Water quantity in Canadian rivers indicator provides a national summary of the annual water quantity status in rivers across Canada from 2009 to 2023 and by monitoring station in 2023. The indicator also offers trends that provide an assessment of whether there have been significant observed changes over time in water quantity, of very-high and very-low flows, at monitoring stations across Canada for a 50-year period from 1974 to 2023. Information is provided to Canadians in a number of formats including: static and interactive maps, charts and graphs, HTML and CSV data tables and downloadable reports. See the supplementary documentation for the data sources and details on how the data were collected and how the indicator was calculated.

Canadian Environmental Sustainability Indicators: https://www.canada.ca/environmental-indicators

Organization: Environment and Climate Change Canada | Environnement et Changement climatique Canada
Greenhouse gas emissions

The Canadian Environmental Sustainability Indicators (CESI) program provides data and information to track Canada's performance on key environmental sustainability issues. The indicators show trends in anthropogenic (human-made) greenhouse gas (GHG) emissions. It includes emissions for 7 greenhouse gases (carbon dioxide, methane, nitrous oxide, sulphur hexafluoride, perfluorocarbons, hydrofluorocarbons and nitrogen trifluoride). Greenhouse gases trap heat in the Earth's atmosphere, just as the glass of a greenhouse keeps warm air inside. Human activity increases the amount of GHGs in the atmosphere, contributing to a warming of the Earth's surface. The Greenhouse gas emissions indicators are used to track the progress of Canada's efforts to lower emissions and reach environmental performance objectives. They also support decision making on sustainable development. Information is provided to Canadians in a number of formats including: static and interactive maps, charts and graphs, HTML and CSV data tables and downloadable reports. See the supplementary documentation for the data sources and details on how the data were collected and how the indicator was calculated.

Canadian Environmental Sustainability Indicators: https://www.canada.ca/environmental-indicators

Organization: Environment and Climate Change Canada | Environnement et Changement climatique Canada
BC Crown Land Indicators and Statistics - Historic Crown Grants Issued - 2000-2009

A historic record of Land Act Crown grants issued between April 1, 2000 and March 31, 2009. Crown grants are a subset of Crown land dispositions. A Crown grant is an instrument used to permanently convey Crown land under fee simple title. There are different types of Crown grants including direct sales, Sponsored Crown Grants, Lease to Purchase and Land Exchanges, all of which are captured in this data. Note: data may show a Crown grant more than once due to multiple clients or parcels associated with a grant. Crown grants issued before or after these dates are not included. Crown tenures and applications are not included. This data was used to inform the Ministry of Forests, Lands and Natural Resource Operations Crown Land Indicators and Statistics report. Data was sourced from TANTALIS.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
BC Health - Services, Patient Counts & Expenditures by Gender, HSDA, and Fiscal Year, from MSP

Number of services, patient counts and total expenditures for medical services and other heath practitioners services by patient's gender and patient's Health Service Delivery Area using Fee-for-Service (MSP). For 2005-06 to 2009-10 fiscal years.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
BC Finance - 2013 Financial and Economic Review - Liquor Distribution Branch - Five-Year Income Statement for the Years Ended March 31 - 2009 to 2013 - Table 3.2

A tabular presentation of the British Columbia Liquor Distribution Branch five-year income statement, 2008/09 through 2012/13 with miscellaneous financial data and performance indicators.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Nova Scotia Provincial Ambient Nitrogen Oxides (NOx, NO2, NO) Hourly Data Halifax Johnston

Hourly ambient nitrogen oxides (NOx, NO2, NO) data in parts per billion from provincial ambient air quality monitoring stations across Nova Scotia up to the end of 2024. This air quality station was established to replace the "Halifax Vogue" air quality monitoring station which ceased monitoring at the end of 2017. The Halifax Vogue station was less than 1 block away from the new "Halifax Johnston" station.

Organization: Government of Nova Scotia | Gouvernment de la Nouvelle-Écosse
NS Provincial Gaming Activity

The Nova Scotia Alcohol, Gaming, Fuel and Tobacco Division is responsible for the regulation of legal gaming in the province of Nova Scotia. These gaming activities include: i. Atlantic Lottery Corporation products (ALC), ii. Casino Nova Scotia (Casino), iii. charitable bingo (Bingo), iv. charitable ticket lotteries (Lotteries), and v. video lottery terminals (VLT).

Organization: Government of Nova Scotia | Gouvernment de la Nouvelle-Écosse
Local Government Statistics - Financial Equity - Regional District - 2006

Local Government Statistics - General Statistics - Financial Equity - Regional District - 2006. The Statistics schedules consist of data provided to the ministry by local governments in annual financial reporting forms. While the ministry does perform checks of the data, we do not guarantee its accuracy or validity. Users should contact local governments directly if confirmation is required. Beginning in 2002 the schedules have been amended to reflect Generally Accepted Accounting Procedures (GAAP) for local governments, thus they differ greatly from previous years. Regional District statistics use the current year assessments supplied by BC Assessment in April and revised population estimates certified by the Minister responsible. Data for previous years may be requested electronically.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
BC FIRST Tire Recycling Data 1991-2006

Financial Incentives for Recycling Scrap Tires (FIRST) collection and recycling data (tonnes) from 1991 to 2006. In 2007 [Tire Stewardship BC](http://www.tsbc.ca/), a not for profit society, launched the new scrap tire recycling program replacing the government-run program that had been in place since 1991. Tire Stewardship BC collection and recycling data is available [here](https://catalogue.data.gov.bc.ca/dataset/f791329b-c2dc-4f82-9993-209780f2a1c6).

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
BC Data Catalogue API

The BC Data Catalogue is the place to find B.C. Government data, applications and web services. Government ministries and many broader public sector agencies publish their data resources in the Catalogue. This data can be used to make informed decisions and create opportunities for the benefit of all British Columbians. The live published metadata content of the BC Data Catalogue is accessible through an application programming interface (API) an example of which is available here [https://catalogue.data.gov.bc.ca/api/3/action/package_list](https://catalogue.data.gov.bc.ca/api/3/action/package_list) Documentation on the use of the API is available https://bcgov.github.io/data-publication/pages/dps_bcdc_api_w_how_to_use.html

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Local Government Statistics - Assets - Municipality - 2005

Local Government Statistics - General Statistics - Assets - Municipality - 2005. The Statistics schedules consist of data provided to the ministry by local governments in annual financial reporting forms. While the ministry does perform checks of the data, we do not guarantee its accuracy or validity. Users should contact local governments directly if confirmation is required. Beginning in 2002 the schedules have been amended to reflect Generally Accepted Accounting Procedures (GAAP) for local governments, thus they differ greatly from previous years. Regional District statistics use the current year assessments supplied by BC Assessment in April and revised population estimates certified by the Minister responsible. Data for previous years may be requested electronically.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Aquatic Life Copper WQG Chronic

The B.C. copper water quality guideline (WQG) for the protection of aquatic life was updated in 2019 and now uses a biotic ligand model (BLM) to account for site specific toxicity modifying factors such as pH, dissolved organic carbon (DOC) and hardness. The B.C. copper BLM software, available on the B.C. WQG website can be used to calculate the copper WQG if site specific concentrations of the toxicity modifying factors are known. This dataset provides acute WQGs for various concentrations of pH, DOC and hardness that can be used to look-up WQGs without needing to run the BLM software.

Organization: Government of British Columbia | Gouvernment de la Colombie-Britannique
Crime Statistics - Crime Severity Index

The dataset includes crime statistics from law enforcement agencies operating in Nova Scotia. It is based on police-reported incidents of crime reported through the national Uniform Crime Reporting Survey (UCR). Statistics include the Crime Severity Index (CSI), the Violent Crime Severity Index (VCSI), and the Non-violent Crime Severity Index (NVCSI). Data source: Statistics Canada.

Organization: Government of Nova Scotia | Gouvernment de la Nouvelle-Écosse
2012-13 Second Quarterly Report - 2012-13 Operating Statement Tbl 1.5

A tabular presentation of the British Columbia operating statement, including budgeted and actual values at September 30, 2012, actual values at September 30, 2011, full year budget and forecast for 2012-13, and actual values for 2011-12.

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