Environmental Time‑Series Dataset

Bakkhali River Delta, Bangladesh · 2024 – 2026

The only verifiable ground‑truth for coastal climate AI. Not stock photos. Scientific infrastructure.

PMP® managed · 3‑year time‑series · 250k+ NEF+JPG · 3D GPS

For Climate AI For Hydrology CV For Biodiversity Monitoring
Bay of Bengal coastline — wave patterns, sediment, coastal erosion for climate AI Mudflat, tidal patterns, crabs, water lilies — biodiversity for AI training Mangrove forest root systems, carbon sink ecosystems for climate AI models Coastal landscape with wind turbines, rice fields, and human activity — renewable energy CV 3D GPS tagged ground imagery — every image geotagged for geospatial AI

3 Years

Time‑Series (2024–2026)

Daily tidal & water lily cycles

250k+

NEF+JPG Images

PMP® managed curation

3D GPS

Timestamped ±1.5m

Geotagged every frame

Datasets from $490 · Full time‑series available · Commercial license included

Get Your Free Sample

50 high‑res images (NEF+JPG) from Bakkhali River Delta — with GPS coordinates.

No spam. Instant download link via email.

What's Inside the Dataset

Coastal & River Landscapes

Bakkhali River, wooden boats, fishing ghat, riverbank life — full coverage.

Biodiversity & Nature

Mudflat, crabs, tidal patterns, water lilies, water hyacinth — macro + landscape.

Lifestyle & Editorial

Fishermen, riverbank daily life, storm‑damaged houses, village roads — real moments.

Nature + Coastal Landscape

Wind turbines, rice fields, Bay of Bengal waves, sediment dynamics — renewable energy + natural landscape.

250,000+ NEF+JPG · 3D GPS · 3‑year time‑series · daily tidal and water‑lily cycles

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Featured Datasets

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Bakkhali River Tidal Cycle Pairs
TIDAL

Bakkhali River — Tidal Cycle Pairs

2,000 paired High Tide vs Low Tide images. COCO annotations, 3D GPS.

Bay of Bengal Coastal Dynamics
MARINE

Bay of Bengal — Coastal Dynamics

1,500+ ground images. Wave patterns, erosion, fishing activity.

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Need Data That Doesn't Exist?

As a PMP®, I run 30‑day Data Sprints in coastal Bangladesh. You define the classes, locations, and time. My team shoots, annotates, and delivers production‑ready datasets.

Contributor Partner of

Golam Rob (PMP®) – Authorized contributor across global visual marketplaces.