Skip to main content
Ctrl+K
Red Sea Monitoring - Home

Introduction to the Data Lab

  • Introduction to the Data Lab

Analytics

  • Analytics: Introduction
  • Maritime Choke Point Trends Monitor
    • Choke Point Notebook
  • Port Call Trends Monitor
    • Ports Notebook
  • Conflict Location and Trends Monitor
    • Conflict in the Red Sea
    • Conflict in the Persian Gulf
  • Port Disruption Spillover Estimates
    • Global Port Spillover Estimator
  • Economic Impacts on Tourism
    • Estimating Activity Through Point of Interest Visits Using Mobility Data
  • Greenhouse Gas Emissions Estimation
    • Data Extraction
    • Sea Routes
    • Process AIS Dataset
    • Data Analysis

Insights and Indicators

  • Shipping and Conflict
  • Shipping and Freight Rate

Additional Resources

  • Additional Resources

Acknowledgements

  • Project Team and Acknowedgements
  • Repository
  • Suggest edit
  • Open issue
  • .md

Maritime Choke Point Trends Monitor

Contents

  • Data
    • AIS Statistics
  • Methodology
    • Reference Period
    • Percentage Change
  • Summary Statistics
    • Daily Average Values by Time Period
    • Daily Average Values by Time Period, % Change from Baseline
  • Implementation

Maritime Choke Point Trends Monitor#

This section examines how AIS transit calls have evolved in specific crossing locations, also referred to as “choke points”, given the conflict in the Middle East and the escalating attacks in the Red Sea.

Data#

AIS Statistics#

We process daily transit calls and estimated volume (capactiy) since 2019 from the IMF’s PortWatch platform for key areas of interest: Bab el-Mandeb Strait, Cape of Good Hope, Suez Canal. As of this date, the latest data point available is February 19th, 2024.

Since the data is daily, we first conduct a 7-day moving average to smoothen out the data and mitigate the effect of daily anomalies.

../../_images/transit-calls-chokepoints.jpeg

Fig. 1 AIS Transit Calls in Key Areas#

The vertical dotted red lines mark the beginning of key periods of interest highlighted by the team.

  • Middle East conflict: October 7th

  • Red Sea crisis: November 17th

As can be seen in the first figure, there is a clear diversion of maritime transit that begins early-mid December 2023, and intensifies in the following months.

The following chart shows the same metric (# of cargo/tanker vessels) going back to 2019, to show a historical trend for these areas, and give more context to the recent diversion event.

../../_images/transit-calls-chokepoints-historical.jpeg

Fig. 2 AIS Transit Calls in Key Areas, Historical#

The historical chart also shows the Suez Canal blockage in early 2021, and an overall upward trajectory in transit calls in both Bab el-Mandeb Strait and Suez Canal.

Methodology#

As noted earlier, first we apply a 7-day moving average to the daily data.

We then prepare a simple baseline estimation for each day of the year and compare the recent daily values to this reference baseline.

Reference Period#

Given the volatility of 2021, we define our reference period as January 1st 2022 up to October 6th 2023. We calculate daily averages based on this time period.

The following chart separates transit calls for each area and includes a black line which signals the historical average for each area.

../../_images/transit-calls-chokepoints-ref.jpeg

Fig. 3 AIS Transit Calls Relative to Historical Average#

Percentage Change#

We calculate the percentage change between recent daily values and the baseline daily average.

../../_images/transit-calls-chokepoints-pct.jpeg

Fig. 4 AIS Transit Calls % Change from Historical Average#

Summary Statistics#

Finally, we provide some aggregate statistics (average values) per area for each period of interest.

  • Baseline: January 1st, 2022 – October 6th, 2023

  • Middle East Conflict: October 7th, 2023 - November 16th, 2023

  • Red Sea Crisis: November 17th, 2023 - February 19th, 2024

The tables below are also accessible through the Project’s Sharepoint Folder.

Daily Average Values by Time Period#

Area of Interest

Period

Tankers

Cargo

Total

Capacity

Bab el-Mandeb Strait

Reference

23.91

46.86

70.77

4,823,326

Bab el-Mandeb Strait

Middle East Conflict

25.95

51.58

77.53

5,305,603

Bab el-Mandeb Strait

Red Sea Crisis

15.34

27.61

42.95

2,585,144

Cape of Good Hope

Reference

9.34

36.68

46.01

4,380,133

Cape of Good Hope

Middle East Conflict

10.03

39.2

49.23

4,813,646

Cape of Good Hope

Red Sea Crisis

15.03

53.92

68.95

6,224,209

Suez Canal

Reference

23.09

46.98

70.07

4,737,291

Suez Canal

Middle East Conflict

25.2

51.64

76.83

5,246,677

Suez Canal

Red Sea Crisis

16.06

32.79

48.85

2,947,435

Daily Average Values by Time Period, % Change from Baseline#

The following table shows the difference in average values (% change from baseline period).

Area of Interest

Period

Tankers

Cargo

Total

Capacity

Bab el-Mandeb Strait

Middle East Conflict

8.56%

10.08%

9.56%

10.00%

Bab el-Mandeb Strait

Red Sea Crisis

-35.83%

-41.07%

-39.30%

-46.40%

Cape of Good Hope

Middle East Conflict

7.42%

6.87%

6.98%

9.90%

Cape of Good Hope

Red Sea Crisis

61.03%

47.01%

49.85%

42.10%

Suez Canal

Middle East Conflict

9.12%

9.91%

9.65%

10.75%

Suez Canal

Red Sea Crisis

-30.46%

-30.20%

-30.29%

-37.78%

Implementation#

  • Notebook to create charts and tables

previous

Analytics: Introduction

next

Choke Point Notebook

Contents
  • Data
    • AIS Statistics
  • Methodology
    • Reference Period
    • Percentage Change
  • Summary Statistics
    • Daily Average Values by Time Period
    • Daily Average Values by Time Period, % Change from Baseline
  • Implementation

By Data Lab

Last updated on Oct 21, 2024.

Country borders or names do not necessarily reflect the World Bank Group’s official position. All maps are for illustrative purposes and do not imply the expression of any opinion on the part of the World Bank, concerning the legal status of any country or territory or concerning the delimitation of frontiers or boundaries
All content (unless otherwise specified) is subject to the Mozilla Public License.