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  • Getting Started
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  • User Guide
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Fundamentals of Detection and Tracking

  • Test Blob in 2D
  • Two crossing Blobs
  • Test Blob in 3D
  • On Feature Detection: Part 1
  • On Feature Detection: Part 2
  • On Segmentation
  • On Linking

Examples of Using tobac with Observations

  • OLR from GOES-13 Satellite
  • Combine Radar & Satellite

Examples of Using tobac with Model Data

  • WRF OLR
  • WRF Precip
  • WRF Updrafts
  • WRF Mesoscale Vorticity
  • DALES Cloud Botany LWP (cumulus tracking)
  • ICON Global MCS Tracking

Calculating Bulk Statistics

  • Calculating Bulk Statistics during Feature Detection
  • Calculating Bulk Statistics during Segmentation
  • Calculating Bulk Statistics as a Postprocessing Step

Examples of Using tobac with Large Datasets and in Parallel

  • Simple Dask Parallel Tutorial
  • Example Gallery

Example Gallery#

tobac is provided with a set of Jupyter notebooks that show examples of the application of tobac for different types of datasets.

Fundamentals of Detection and Tracking#

Fundamentals of Detection and Tracking

Test Blob in 2D
Two crossing Blobs
Test Blob in 3D
On Feature Detection: Part 1
On Feature Detection: Part 2
On Segmentation
On Linking

Examples of Using tobac with Observations#

Examples of Using tobac with Observations

OLR from GOES-13 Satellite
Combine Radar & Satellite

Examples of Using tobac with Model Data#

Examples of Using tobac with Model Data

WRF OLR
WRF Precip
WRF Updrafts
WRF Mesoscale Vorticity
DALES Cloud Botany LWP (cumulus tracking)
ICON Global MCS Tracking

Calculating Bulk Statistics#

Calculating Bulk Statistics

Calculating Bulk Statistics during Feature Detection
Calculating Bulk Statistics during Segmentation
Calculating Bulk Statistics as a Postprocessing Step

Examples of Using tobac with Large Datasets and in Parallel#

Examples of Using tobac with Large Datasets and in Parallel

Simple Dask Parallel Tutorial

The notebooks can be found in the examples folder as part of the python package. The necessary input data for these examples is avaliable on zenodo and can be downloaded automatically by the Jupyter notebooks.

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Getting Help

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Idealized Case 1: Tracking of a Test Blob in 2D

On this page
  • Fundamentals of Detection and Tracking
  • Examples of Using tobac with Observations
  • Examples of Using tobac with Model Data
  • Calculating Bulk Statistics
  • Examples of Using tobac with Large Datasets and in Parallel

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