Prediction to encounter a layer of clouds (Machine Learning)
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€400(approx. $429)
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Matlab,Phyton & C++ developer, Data scientist, Deep and Machine learning, Altium, PCB designing, Arduino programing
Zwota
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Karachi
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Description
Experience Level: Expert
Estimated project duration: Not sure
The goal is to predict the probability to encounter a specific layer of clouds using Machine learning, the data base will consist of a series of METAR, which is an aeronautic weather report of an airport published every 30 minutes, from 2005 to 2021. METAR messages are always coded and in the same order.
This event is represented in the METAR with the symbols BKN or OVC, both followed by a number of 3 digits. The format is: BKNxxx or OVCxxx, being xxx the 3 digit number. The 3 digit number [xxx] following the 3 letters can take a range between [001 – 350], although the maximum range could be above 350, it is very unusual. The range we are interested on, so it’s the one that tells us the event is happening, is the range between [001 – 015], both numbers included.
Here are some examples of METAR and the symbols we are looking for:
LESA,2005,01,14,01,00,METAR LESA 140100Z 16001KT 9999 SCT030 BKN015 06/05 Q1029=
LESA,2005,02,06,15,00,METAR LESA 061500Z VRB01KT 3000 BR SCT005 OVC009 02/01 Q1013=
If you are interested read the requirements for further information.
This event is represented in the METAR with the symbols BKN or OVC, both followed by a number of 3 digits. The format is: BKNxxx or OVCxxx, being xxx the 3 digit number. The 3 digit number [xxx] following the 3 letters can take a range between [001 – 350], although the maximum range could be above 350, it is very unusual. The range we are interested on, so it’s the one that tells us the event is happening, is the range between [001 – 015], both numbers included.
Here are some examples of METAR and the symbols we are looking for:
LESA,2005,01,14,01,00,METAR LESA 140100Z 16001KT 9999 SCT030 BKN015 06/05 Q1029=
LESA,2005,02,06,15,00,METAR LESA 061500Z VRB01KT 3000 BR SCT005 OVC009 02/01 Q1013=
If you are interested read the requirements for further information.
Victor C.
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