How to Produce Prediction Map in GIS With ArcGIS and Excel?

AulaGEO Academy

Training

Online

up to £ 100

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Description

  • Type

    Training

  • Methodology

    Online

  • Class hours

    2h

  • Start date

    Different dates available

"Since the late 1980s, the widely popular and efficient geographic information system (GIS) has facilitated the development of new machine learning, data-driven, and empirical methods that reduce generalization errors. In the this course, i have shared a famous and solid bivariate technique (Frequency ratio), to help you start your first prediction map using ArcMap and Excel only.UPDATES March 2019: Course full data was uploaded with Section 2. I will explain the spatial correlation between; prediction factors, and the dependent factor. Also, how to find the autocorrelations between; the prediction factors, by considering their prediction importance or contribution. Finally, I will Produce susceptibility map using; Microsoft Excel and ESRI ArcGIS only. Model prediction validation will be measured by most common statistical method of Area under the curve (AUC)."

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

"UPDATES March 2019: Course full data was uploaded with Section 2.You’ll have my continuous support, taking your hand step-by-step to develop your first high quality map using real dataWriting a journal article, MOST WELCOME, I am available to help you to produce a scientific article qualified for peer review acceptanceI will be with you to interpret the results, we will discuss about the technical issues as well as how to make your results meaningfulFree access to all my previous publications techniques and methods: Search for "

"Students and researchers of environmental engineering sciences, Ecology, and Other Natural SciencesAny discipline who wanted to start easily using GIS in producing susceptibility mapping purposes and hazard assessmentBeginner in geographical information system software's, looking for quick self development"

"UPDATES March 2019: Course full data was uploaded with Section 2.No prior statistical modelling background neededInterest in developing a valid susceptibility map for geosciences applications using real life DataPrior Familiarity With the Geographic information systemsBasic experience in ArcGIS software from Esri and Microsoft ExcelThis Course Will be Demonstrated on a Windows OS"

"-100% online -Access to the course for life -30 days warranty money back -Available from desktop or mobile app -Can begin and finish the course any time -Can repeat the course any times"

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Reviews

This centre's achievements

2020

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 5 years

Subjects

  • Excel
  • ESRI
  • Testing
  • map
  • ArcGIS
  • spatial
  • MS Excel
  • model
  • GIS
  • Geographic
  • GIS Data
  • GIS Technology
  • Mapping Project
  • Mapping Training
  • Microsoft excel training
  • Microsoft Excel
  • Using excel
  • Data entry
  • GIS Training
  • Geomatics

Course programme

"Introduction to prediction mapping methods with GIS
Introduction to common statistical based model and Frequency ratio (FR) concept
Training and testing data preparation
Introduction to the course data
Training and testing data preparation using ArcGIS
Training and testing data preparation using Open source QGIS (Extra)
Data preparation
Independent factors classification
Pixels amount consistency of independent factors maps
Tabulate the area of training data
Frequency ratio model preparation in Excel
Data transfer from ArcGIS to Excel
Model parameters calculations in Excel
Calculate the Frequency ratio values
Calculate the prediction rate values
Calculate the prediction rates using pairwise comparison method
Prediction map production
Reclassify the covariates using frequency ratio values
Produce prediction map using the prediction rates
Produce prediction map using the pairwise comparison
Model evaluation using Area Under Curve (AUC) model
Final map reclassification in ArcGIS
Area Under Curve (AUC) calculation in Excel
Issues appeared during Area under curve calculations"

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How to Produce Prediction Map in GIS With ArcGIS and Excel?

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