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Python for GeoSciences - Using AWS Lambda
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Aji John
November 07, 2017
Research
0
80
Python for GeoSciences - Using AWS Lambda
Use of AWS Lambda in GeoSciences - a talk introducing Lambda.
Aji John
November 07, 2017
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Transcript
11/11/2017 Realtime Climate Snapshot Aji John, PhD Student - Buckley
Lab
Gates, D M, and R B Schmerl. Perspectives of Biophysical
Ecology. Springer Berlin Heidelberg, 2012. Web. Ecological Studies.
Gates, D M, and R B Schmerl. Perspectives of Biophysical
Ecology. Springer Berlin Heidelberg, 2012. Web. Ecological Studies.
Gates, D M, and R B Schmerl. Perspectives of Biophysical
Ecology. Springer Berlin Heidelberg, 2012. Web. Ecological Studies.
None
Activity Patterns Prediction of Field Temperatures
Air Temperature Microclimate Model Other dynamics Air Temp.-> f(z) Soil
Temp.-> f(d)
Traditional Maturing Developing Hosted Web App Microservice Serverless
Satellite Repository S3 Lambda Realtime (Dashboard) biophys.microclim .org NetCDF Realtime
Climate Download
Sensor Network S3 Lambda AWS QuickSight (Dashboard) Athena Sapflow System
None
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
Prediction of Field Temperatures
None
None
Using Scheduled Lambda Triggers - OnDemand
http://docs.aws.amazon.com/lambda/latest/dg/tutorial-scheduled- events-create-function.html http://docs.aws.amazon.com/lambda/latest/dg/tutorial-scheduled- events-schedule-expressions.html
Demo
Demo Process py sy S3 Lambda Browser https://github.com/ajijohn/pygeosci
Python inline vs upload
https://aws.amazon.com/lambda/faqs/ https://aws.amazon.com/lambda/pricing/ https://docs.aws.amazon.com/lambda/latest/dg/welcome.html Resources Thanks