Mobile sensors (tracking) - Satellite images Data produced by Public Agencies During brainstorming only Satellite imagery was indicated as a potential data source to use. Pilot surveys conducted in Poland and numerous elaborations on using satellite images allows recommending the following data types and pilot surveys by potential of their usage: Data produced by Public Agencies Mobile sensors (tracking) - Satellite images Extracting of particular cultivation and area coverage, including recognition of selected cultivations based on satellite images. To obtain hands-on experience for using Big Data to official statistics purposes, WP7 is planning to carry out three use cases (the table below). It will cover the entire process of generating statistical output from a specific Big Data source from the start, obtaining the data, till the end, the production of statistical estimates. Domain Population Agriculture Tourism/Border Crossing Name of the Everyday citizen Estimation of Agricultural Border movement use case satisfaction statistics pilot case study – on crop types based on satellite data Big Data Social Satellite images Traffic sensors portals source Responsibility UK coordinator (SGA-1) Department of Agriculture, RSO Rzeszów, – RSO Poznań/Bydgoszcz RSO Olsztyn + IE Department of Social Survey + NL Brief Webscraping combining data data Intertemporal – overview of Data/Text/Web mining fusion on radar and optical disaggregation and the Machine learning remote sensing data; interpolation, methodology data comparison with Latent variable models, traditional surveys e.g. FSS; Cross entropy combining data econometrics. – administrative data sources with satellite data.
Mobile sensors (tracking) - Satellite images Data produced by Public Agencies During brainstorming only Satellite imagery was indicated as a potential data source to use. Pilot surveys conducted in Poland and numerous elaborations on using satellite images allows recommending the following data types and pilot surveys by potential of their usage: Data produced by Public Agencies Mobile sensors (tracking) - Satellite images Extracting of particular cultivation and area coverage, including recognition of selected cultivations based on satellite images. To obtain hands-on experience for using Big Data to official statistics purposes, WP7 is planning to carry out three use cases (the table below). It will cover the entire process of generating statistical output from a specific Big Data source from the start, obtaining the data, till the end, the production of statistical estimates. Domain Population Agriculture Tourism/Border Crossing Name of the use case Everyday citizen satisfaction Estimation of Agricultural statistics – pilot case study on crop types based on satellite data Border movement Big Data source Social portals Satellite images Traffic sensors Responsibility UK – coordinator (SGA-1) RSO Poznań/Bydgoszcz Department of Agriculture, RSO Olsztyn + IE RSO Rzeszów, Department of Social Survey + NL Brief overview of the methodology Webscraping Data/Text/Web mining Machine learning combining data – data fusion on radar and optical remote sensing data; data comparison with traditional surveys e.g. FSS; combining data – administrative data sources with satellite data. Intertemporal disaggregation and interpolation, Latent variable models, Cross entropy econometrics.
WP7_Milestone_7_5.docx