Coding a drought time series in Google Earth Engine

Climate change is being studied by everyone from the United Nations, to NOAA, to your local city. One of the key indicators is increasing drought. Today, 40% of the World population has suffered water scarcity. In this class you will code a machine learning workflow with Landsat imagery to describe regional drought trends. This is a GeoAI approach where we will demonstrate Google Earth Engine, Javascript coding, and machine learning models. Your final product will be a method of continued drought monitoring with statistical outputs and a timelapse video of mapped drought conditions. With these GeoAI, remote sensing, coding, and map serving skills, you can be an analyst addressing the climate change problem.

  • Review drought dynamics
  • Code Javascript functions
  • Design a machine learning drought model
  • Load imagery into Google Earth Engine
  • Develop spatial model drought assessment
  • Compute different spectral drought models
  • Evaluate and test outputs
  • Machine learning forecast of spatial drought trends
  • Generate linear time series maps
KEY PARTNERS:

You’ve worked hard, but want better career results.  Our program helps when…

  • You are looking to enter a cool industry that makes a global difference.
  • You feel like your academics are leaving you unprepared to enter industry.
  • You want a course that teaches you a solution rather than just software.
  • You want to connect with industry instructors and networks.

Coding a drought time series in

Google Earth Engine

Join this class to access 10 modules showing how to use GeoAI to assess drought.
Where’s the water?

(aka Understand drought dynamics)

View from space

(aka Identify your satellite imagery)

The logic

(aka Define your Javascript expressions)

Your target region

(aka Extract an AOI)

Image math

(aka Calculate raster algebra)

Drought index

(aka Compute landcover indices)

The exceptions

(aka Detect seasonal anomalies)

Graph it

(aka Create a linear time series chart)

Multiple opinions

(aka Write an ensemble model)

Going to the movies

(aka Create a time lapse video)

You also get access to these bonuses

Imagery list of earth observation

Value $79

Google Earth Engine publishing workflow

Value $159

Template machine learning models

Value $199

Enter our online GIS program anytime.

It’s a flexible program. Pick just one course or complete any 6 to earn your GIS certificate.
Focus your learning where the best GIS jobs are.

A common GIS education path has been to pursue a Masters program in GIS. But it’s widely known in the industry that new geography grads are not getting enough exposure to cloud, mobile, and new geospatial programming environments.

So we assembled a world class team to teach you how to be the talent that the geospatial industry WILL HIRE. Compare the experience of our industry instructors and you’ll see why we top the list of best online GIS certificate programs.

Pricing

Knowledge Builder

$395

Online Anytime

ENROLL

  • Professional network access
  • Development sandbox
  • GeoExpert webinars
  • Video coursework

Professional Builder

$697

Instructor Access

ENROLL

  • Professional network access
  • Development sandbox
  • GeoExpert webinars
  • Video coursework

Plus these exclusive features:

  • Live instructor interaction
  • Multimedia portfolio creation
  • Connections to our partners

Certificate Builder

$997

Earn Certification

ENROLL

  • Professional network access
  • Development sandbox
  • GeoExpert webinars
  • Video coursework

Plus these exclusive features:

  • Live instructor interaction
  • Multimedia portfolio creation
  • Connections to our partners

Plus college certification:

  • Career coaching
  • 2.4 CEUs (some schools)
  • Enterprise GIS Certificate

Compare Pricing

Earn your GIS Certificate in 6 months with flexible choice of classes.

Take the GIS classes you want, when you want, at the price level you want.

• Knowledge builder- asynchronous learning
• Professional builder- live instructor access
• Certificate builder- college certificate in GIS

Video Demos

Narrated industry stories and software demos

Exercises

Applied tasks using data and GIS software

Instructor Access

Instructor review and feedback on deliverables

Certification​

Project sign off and college certification

What can you achieve with these new skills?

With these skills you’ll be able to build GeoAI drought monitoring models.
GeoAI image processing

Code models in Javascript

Landcover change detection

Apply spectral indices

Visualize climate change

Generate graphs and time lapse videos

Don’t settle for training that’s driven by people who don’t run projects.

When you learn from a Bootcamp GIS expert you get:
Technical experience
Industry insights
Professional network

About the Instructor

Homere ‘AL’ Ngandam has 13 years of experience in the field of Earth Observatory Sciences, with a Master of Sciences in Remote Sensing, Geographic Information Sciences, and GPS applications. He has been freelancing as a Spatial Scientist addressing key problems: urban planning for the developing world, natural hazards forecasting, and environmental monitoring. He has contributed to several national and international projects using geospatial engineering. Being from Cameroon, he is an environmental advocate and a great fan of their famous national soccer team. He loves being in the outdoors taking a walk or doing fieldwork.

Coding a drought time series in

Google Earth Engine

Who is this class for?

The GIS industry is projected to be worth $200B by 2030. Despite this massive growth in new applications, there hasn’t been a single place for all of us to quickly learn tried and true skills from successful Subject Matter Experts (SMEs). Until Now! The people that purchase this course are:

Talk to us and we’ll figure out your best path into the industry by suggesting project managers, companies, networks, and a GIS job recruiter. It’s simply the best GIS career advisement in the world.

 

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