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This listing includes access to the Current Weather API, Daily Forecast API, Hourly Forecast API, and 60 Minute Precipitation Forecast API through AWS DataExchange. Up to 1 Million requests per day.
Materials Project is an open database of computed materials properties aiming to accelerate materials science research. The resources in this OpenData dataset contain the raw, parsed, and build data products.
GEOGLOWS is the Group on Earth Observation's Global Water Sustainability Program. It coordinates efforts from public and private entities to make application ready river data more accessible and sustainably available to underdeveloped regions. The GEOGLOWS Hydrological Model provides a retrospective and daily forecast of global river discharge at 7 million river sub-basins. The stream network is a hydrologically conditioned subset of the TDX-Hydro streams and basins data produced by the United State's National Geospatial Intelligence Agency. The daily forecast provides 3 hourly average discharge in a 51 member ensemble and 15 day lead time derived from the ECMWF Integrated Forecast System (IFS). The retrospective simulation is derived from ERA5 climate reanalysis data and provides daily average streamflow beginning on 1 January 1940. New forecasts are uploaded daily and the retrospective simulation is updated weekly on Sundays to keep the lag time between 5 and 12 days.<br[...]
The worldwide market for Railway Traction Motors is anticipated to reach USD 47.64 billion by 2030. This represents a growth rate of 3.2% till 2030. Traction motors, which are electric motors employed to power the rotation of train wheels, are the driving force behind this market.
A large scale multimodal dataset for Autonomous Trucking. Sensor data was recorded with a heavy truck from MAN equipped with 6 lidars, 6 radars, 4 cameras and a high-precision GNSS. MAN TruckScenes allows the research community to come into contact with truck-specific challenges, such as trailer occlusions, novel sensor perspectives, and terminal environments for the first time. It comprises more than 740 scenes of 20s each within a multitude of different environmental conditions. Bounding boxes are available for 27 object classes, 15 attributes, and a range of more than 230m. The scenes are tagged according to 34 distinct scene tags, and all objects are tracked throughout the scene to promote a wide range of applications.
Agricultural Testing Market Size, Trends and Insights By Sample (Soil, water, Seed, Plant tissue, Manager, Biosolids), By Application (Quality Assurance, Safety Testing), By Technology (Rapid Technology, Conventional Technology), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2022–2030
The projected size of the worldwide Diabetic Food Market is expected to reach USD 19.38 billion, growing at a CAGR of 6.2% until 2030. Diabetic foods are dietary items designed to have reduced carbohydrate and sugar content to help manage glucose levels in individuals with diabetes.
The CargoMetrics Maritime Emissions - EU ETS Carbon Tracker reports daily tons of maritime carbon (CO2) emissions that are subject to the European Union Emissions Trading System (EU ETS), the world’s leading greenhouse gas trading scheme. The data are a daily time series published daily during the subscription period.
The National Herbarium of New South Wales is one of the most significant scientific, cultural and historical botanical resources in the Southern hemisphere. The 1.43 million preserved plant specimens have been captured as high-resolution images and the biodiversity metadata associated with each of the images captured in digital form. Botanical specimens date from year 1770 to today, and form voucher collections that document the distribution and diversity of the world's flora through time, particularly that of NSW, Austalia and the Pacific. The data is used in biodiversity assessment, systematic botanical research, ecosystem conservation and policy development. The data is used by scientists, students and the public.
The mnAi dataset includes secured debt by named lender. This unique data set is further segmented by an emissions value assigned by mnAi’s Carbon Emission Variable (CEV).
The datasets include air quality data generated with state-of-the-art HPC software for up-to 84 hours in advance encompassing the states of Connecticut, Delaware, Kentucky, Maine, Maryland, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, Vermont, Virginia, West Virginia, and the District of Columbia along with the Canadian provinces of Ontario and Quebec. The simulations use a high-resolution grid and NRT satellite data to factor in wildfire emissions.
The Standardised Emissions Plus Data Feed provides investors with historical emissions data for corporate entities. The dataset includes Scope 1, Scope 2 (location and market-based), Scope 3 total, the 15 Scope 3 categories, and the Kyoto gases emissions, providing a comprehensive picture of GHG emissions by companies and the climate impact of their full operations and value chains. The dataset covers a global universe of ~6,500 public companies.
NOAA's Climate Data Records (CDRs) are robust, sustainable, and scientifically sound climate records that provide trustworthy information on how, where, and to what extent the land, oceans, atmosphere and ice sheets are changing. These datasets are thoroughly vetted time series measurements with the longevity, consistency, and continuity to assess and measure climate variability and change. NOAA CDRs are vetted using standards established by the National Research Council (NRC). Climate Data Records are created by merging data from surface, atmosphere, and space-based systems across decades. NOAA’s Climate Data Records provides authoritative and traceable long-term climate records. NOAA developed CDRs by applying modern data analysis methods to historical global satellite data. This process can clarify the underlying climate trends within the data and allows researchers and other users to identify economic and scientific value in these records. NCEI maintains and extends [...]
A dataset of satellite retrievals of atmospheric methane that extends from 30 April 2018 to present.
A collection of multi-resolution satellite images from both public and commercial satellites. The dataset is specifically curated for training geospatial foundation models.
The Advanced Virtual Assistant Market size is predicted to reach USD 78.61 billion with a CAGR of 36.5% till 2030. An advanced virtual assistant (AVA) is an artificial intelligence (AI)-driven digital program designed to perform tasks and assist users using natural language processing and machine learning. They offer numerous benefits, such as efficiency, accessibility, personalization, and scalability.
The Air Coolers Market is projected to achieve a valuation of USD 3.31 billion by 2030, experiencing a Compound Annual Growth Rate (CAGR) of 7.5%. Air coolers, alternatively referred to as evaporative coolers or swamp coolers, function by harnessing the natural process of evaporation to cool both indoor and outdoor environments.
The global Personal Finance Software Market size is predicted to reach USD 2.56 billion with a CAGR of 9.6% till 2030. Upsurge in demand from small-businesses, along with soaring demand for safe, secure, and efficient finance tracking solutions at individual level, are the factors driving the growth of personal finance software market.
Preqin’s ESG data set for Investment Teams empowers institutional investors and fund managers to make informed investment decisions aligned with their sustainability objectives as well as uncover and assess investment opportunities. The data set provides visibility over the sustainability strategies of 60,000+ fund managers and investors globally as well as comprehensive and unparalleled insights into ESG investment risks and impact potential at the firm, fund, and asset levels.
The global Glass Fiber Reinforced Concrete (GFRC) market is expected to reach 72.93 kilotons by 2030, with a CAGR of 4.4% from 2024 to 2030. Initially developed in Russia in the 1940s, GFRC gained widespread adoption for building facades in the 1970s. Since then, its application in construction projects has grown, driving market expansion.
First Street's aggregated national, property-level, climate-adjusted climate risk model peril-specific risk scores. The data sets are available in CSV format and are aggregated at the census tract level, with additional aggregate levels also available. These scores incorporate risk changes due to climate change from today to thirty years from now.
The CargoMetrics Maritime Emissions - Global Benchmark - Dry Bulk (Weekly) product includes CargoMetrics' historical and ongoing carbon (CO2) emissions and fuel consumption metrics for dry bulk vessels in aggregate and by vessel type. The data are a weekly time series published weekly during the subscription period.
NSF NCAR is providing a NetCDF-4 structured version of the 0.25 degree atmospheric ECMWF Reanalysis 5 (ERA5) to the AWS ODSP. ERA5 is produced using high-resolution forecasts (HRES) at 31 kilometer resolution (one fourth the spatial resolution of the operational model) and a 62 kilometer resolution ten member 4D-Var ensemble of data assimilation (EDA) in CY41r2 of ECMWF's Integrated Forecast System (IFS) with 137 hybrid sigma-pressure (model) levels in the vertical, up to a top level of 0.01 hPa. Atmospheric data on these levels are interpolated to 37 pressure levels (the same levels as in ERA-Interim). Surface or single level data are also available, containing 2D parameters such as precipitation, 2 meter temperature, top of atmosphere radiation and vertical integrals over the entire atmosphere. The IFS is coupled to a soil model, the parameters of which are also designated as surface parameters, and an ocean wave model. Generally, the data is available at an hourly frequency and[...]
Originally developed by the World Business Council for Sustainable Development (WBCSD), the Reporting Exchange is the world's largest collections of ESG regulations, reporting indicators, and authorities.
This complete data set provides details of all active companies registered in the UK over one year old and assigns a gender attribute based on the aggregate gender of the board of directors and an emissions value based on the mnAi Carbon Emission Variable (CEV).
First Street's aggregated national, property-level, climate-adjusted climate risk model "Risk Factor" scores. The data sets are available in CSV format and are aggregated at the county subdivision level, with additional aggregate levels also available. These scores incorporate risk changes due to climate change from today to thirty years from now.
The CargoMetrics Maritime Emissions - Global Benchmark - Tankers (Monthly) product includes CargoMetrics' historical and ongoing carbon (CO2) emissions and fuel consumption metrics for tankers in aggregate and by vessel type. The data are a monthly time series published monthly during the subscription period.
A unique dataset that combines all active UK companies over a year old who have been identified as having received furlough funding during the pandemic and a company’s specific emissions value as assigned by mnAi’s Carbon Emission Variable (CEV).
Our SFDR Principal Adverse Impact (PAI) Indicators Solution has been designed by ESG Book to enable clients to meet the reporting requirements of the EU Sustainable Finance Disclosure Regulation (SFDR), which entered into force on 10 March 2021. ESG Book’s SFDR PAI Solution is a granular tool that empowers clients to ingest the company-level data indicators needed for SFDR reporting based on our in-house SFDR raw data calculation methodology.
The dataset covers a sample of companies from the full product, specifically, 100 companies from the NASDAQ index. The Standardised Emissions Plus Data Feed provides investors with historical emissions data for corporate entities. The dataset includes Scope 1, Scope 2 (location and market-based), Scope 3 total, the 15 Scope 3 categories, and the Kyoto gases emissions.