Wildlife Identification and Analysis

A comprehensive wildlife identification and analysis platform

View the Project on GitHub rob-weiss/wildl-id

Visualisations

Wildlife activity patterns and analysis visualisations.

Table of Contents

Species Distribution

Species Distribution

Species Distribution

Overall distribution of species detections across the study area, shown in both bar chart and pie chart formats.

Activity Patterns

Species Activity Patterns

Species Activity Patterns

Activity patterns broken down by individual species, showing hourly activity for top 8 species.

Environmental Factors

Lighting Analysis

Lighting Analysis

Analysis of wildlife activity under different lighting conditions (bright vs dark), including species-specific day/night preferences.

Location Comparison

Location Comparison

Comparison of wildlife activity across different camera locations, showing species diversity at each site.

Baiting Effect Analysis - Roe Deer

Baiting Effect Analysis - Roe Deer

Impact of baiting (human activity) on roe deer presence, showing timeline comparison and before/after analysis for this species.

Baiting Effect Analysis - Wild Boar

Baiting Effect Analysis - Wild Boar

Impact of baiting (human activity) on wild boar presence, showing timeline comparison and before/after analysis for this species.

Roe Deer - Temperature Activity

Roe Deer Temperature Activity

Detailed temperature-activity relationship analysis for roe deer, including temperature vs time scatter, distribution patterns, hourly activity by temperature, monthly variations, and statistical summary.

Wild Boar - Temperature Activity

Wild Boar Temperature Activity

Detailed temperature-activity relationship analysis for wild boar, including temperature vs time scatter, distribution patterns, hourly activity by temperature, monthly variations, and statistical summary.

Activity Timeline

Individual Species Timelines

Individual Species Timelines

Separate timeline views for top 8 species, showing their individual temporal activity patterns.

Crepuscular Activity Analysis

Roe Deer - Sunset Activity Scatter

Roe Deer Sunset Activity Scatter

Scatter plot showing roe deer activity relative to sunset times throughout the year, with distribution histogram.

Roe Deer - Sunrise Activity Scatter

Roe Deer Sunrise Activity Scatter

Scatter plot showing roe deer activity relative to sunrise times throughout the year, with distribution histogram.

Roe Deer - Monthly Sunset Patterns

Roe Deer Monthly Sunset Patterns

Monthly variation in roe deer activity patterns relative to sunset, showing seasonal trends.

Wild Boar - Monthly Sunset Patterns

Wild Boar Monthly Sunset Patterns

Monthly variation in wild boar activity patterns relative to sunset, showing seasonal trends.

Roe Deer - Daily and Yearly Activity Pattern

Roe Deer Daily Yearly Activity Pattern

Comprehensive heatmap showing roe deer activity across hour of day and month of year (last 12 months).

Wild Boar - Daily and Yearly Activity Pattern

Wild Boar Daily Yearly Activity Pattern

Comprehensive heatmap showing wild boar activity across hour of day and month of year (last 12 months).

Solunar Period Analysis

Solunar Comparison

Solunar Comparison

Direct comparison of roe deer and wild boar activity patterns relative to moon illumination and moon phases, showing potential differences in lunar sensitivity between species.


Summary Statistics

WILDLIFE CAMERA ACTIVITY ANALYSIS
======================================================================

Total Images: 26595
Images with Timestamps: 25773
Unique Species: 9
Unique Locations: 9
Date Range: 2024-10-02 to 2026-01-28
Most Common Species: roe deer
Most Active Location: Sauenburg

======================================================================

SPECIES COUNTS:
class
roe deer     21297
wild boar     2627
human          967
badger         710
jay            479
fox            348
squirrel        71
dog             61
cat             35

======================================================================

LOCATION COUNTS:
location_id
Sauenburg       7260
Sandweg         5225
Waldböckchen    4758
Heliossitz      3047
Amphitheater    2411
Kirschensitz    1973
Brunftplatz      897
Alusitz          700
Suhle            324

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