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Data from Nov 2025
Last updated: 18 Mar 2026, 10:06 SGT
A high-resolution coastal and marine habitat map for Singapore created through pixel-based supervised classification of satellite imagery, bathymetry data, and expert ground knowledge.
Data from Nov 2025
Last updated: 18 Mar 2026, 10:06 SGT
A high-resolution coastal and marine habitat map for Singapore created through pixel-based supervised classification of satellite imagery, bathymetry data, and expert ground knowledge.
This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation
import requests
dataset_id = "d_18bcfe0a1b8c77f9b4493cef72ffd717"
url = "https://api-open.data.gov.sg/v1/public/api/datasets/" + dataset_id + "/poll-download"
response = requests.get(url)
json_data = response.json()
if json_data['code'] != 0:
print(json_data['errMsg'])
exit(1)
url = json_data['data']['url']
response = requests.get(url)
print(response.text)This dataset can be reused and cited in research publications.
31 Jul 2023
Free forever for personal or commercial use, under the Open Data Licence.
Attribute Legend
| Attributes | Data Type | Description |
|---|---|---|
| OBJECTID | Numeric | - |
| HABITAT_CODE | Numeric | - |
| HABITAT_TYPE | Text | - |
| INC_CRC | Text | - |
| FMEL_UPD_D | Numeric | - |
| SHAPE.AREA | Numeric | - |
| SHAPE.LEN | Numeric | - |
Dataset preview
This code can be used to view the raw JSON dataset for Coastal and Marine Habitat Map of Singapore 2018. Large datasets may be truncated in the preview. Please download the dataset for complete data.
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