Overview of ICT Tools Used in Agriculture Digital

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Overview of ICT Tools Used in Agriculture, Digital Systems of Agriculture 4. 0 Kick-off

Overview of ICT Tools Used in Agriculture, Digital Systems of Agriculture 4. 0 Kick-off Meeting Gödöllő, 11 -12. September 2017

Challanges

Challanges

Standardisation

Standardisation

Current Technological Challenges Big Data Internet of Things Advanced Data visualization models (semantic)

Current Technological Challenges Big Data Internet of Things Advanced Data visualization models (semantic)

Big Data Technologies Analysis based on more types of data Satellite Aerial data images

Big Data Technologies Analysis based on more types of data Satellite Aerial data images Io. T Machine Animal In-situ Existing telemetry monitoring (historical data) database …

Big Data Technologies examples of large data sources usable in agriculture

Big Data Technologies examples of large data sources usable in agriculture

Big Data Technologies an example of calculating field heterogeneity from different types of data

Big Data Technologies an example of calculating field heterogeneity from different types of data

Big Data NDVI Heterogenity of Fields absolute NDVI index values

Big Data NDVI Heterogenity of Fields absolute NDVI index values

Big Data Relative NDVI on Field the relative value of NDVI index calculated for

Big Data Relative NDVI on Field the relative value of NDVI index calculated for the selected field

Big Data Technologies estimative mismatch between declared and actual crop

Big Data Technologies estimative mismatch between declared and actual crop

Internet of Things

Internet of Things

Io. T Machine Telemetry collecting data of position, CAN, ISOBUS, etc…

Io. T Machine Telemetry collecting data of position, CAN, ISOBUS, etc…

Io. T Machine Telemetry. online tillage monitoring with a tractor, equipment, time and consumption

Io. T Machine Telemetry. online tillage monitoring with a tractor, equipment, time and consumption statement

Io. T in-situ Monitoring agro –meteorological data collection and analysis

Io. T in-situ Monitoring agro –meteorological data collection and analysis

Io. T Animal Monitoring animal movement monitoring and its statistical evaluation

Io. T Animal Monitoring animal movement monitoring and its statistical evaluation

Advanced Visualization . 3 D terrain relief (DEM) + Sentinel 2 A NDVI index

Advanced Visualization . 3 D terrain relief (DEM) + Sentinel 2 A NDVI index + Yield potential zones (historic data analysis)

Data Model

Data Model

1 st Project Meeting Gödöllő, 11 -12. September 2017 Zbyněk Křivánek – Wireless. Info

1 st Project Meeting Gödöllő, 11 -12. September 2017 Zbyněk Křivánek – Wireless. Info krivanek@wirelessinfo. cz Pavel Šimek – Wireless. Info simek@csita. cz