Mandarin Beach Villa beachfront observations — 6 October 2026, Lipa Noi
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed. Reporting period: 6 October 2026, Thailand time.
Automated observations of the beachfront directly in front of Mandarin Beach Villa, from the villa’s own fixed camera at Lipa Noi, Koh Samui. Each entry summarises footage sampled during that hour, in Thailand time. Hours with no entry were not sampled; hours whose footage could not be assessed say so.
Owner-operated automated visual observations. These are not water-quality tests, official tide measurements or confirmation that swimming is safe.
Time-lapse of the day's sampled frames, 6 October 2026 — the same privacy-cropped frames as the archive, played in order.
Observed 6 Oct 2026, 07:50–07:55 Thailand time · published 6 Oct 2026, 07:55
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed.
Water surface appears smooth to faintly rippled across all frames. A wide exposed sandbar is visible extending across the midground in all frames. No obvious litter is visible in the assessed sand area.
Water surface appears smooth to faintly rippled across all frames No breaking waves or whitecaps visible
Observed waterline
A wide exposed sandbar is visible extending across the midground in all frames Waterline sits beyond the sandbar at a fairly consistent distance from the foreground loungers and umbrellas across all frames Shallow water is visible between the foreground sand and the sandbar
Visible sand and debris
No clearly visible litter in the assessed sand area No significant natural debris accumulation observed on the exposed sand
Beach condition
Large expanse of exposed sand visible in the foreground and on the sandbar in the midground Wave wash does not appear to reach the foreground beach area near the loungers No notable debris accumulation visible on the sand
Visibility
Adequate — Daylight with consistent brightness across frames allows clear view of beach, sandbar, and water surface
Compared with
MBV-OBS-20261005-175023-B90D
Observation detail
Observation ID MBV-OBS-20261006-075052-2E14
12 frames sampled across 60 seconds of footage. Sampled footage from the preceding hour, not continuous coverage.
Limitations
Water depth and tidal state cannot be determined from visual frames alone
Areas beyond the visible sandbar and horizon cannot be assessed
Only the camera's fixed westward view of the villa's beachfront is covered; conditions elsewhere on the beach are unknown
These observations describe only the beachfront and water visible from Mandarin Beach Villa's fixed camera during the sampled window; they do not establish conditions elsewhere along Lipa Noi or outside another property.
Source frame hashes (SHA-1, recorded to help detect later changes to the stored files; not proof of capture time)
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2bcb74436c4d026711248d5d558d11d811922b4e
fef172e5fb2caad9e603b63e0df33ee788999ae7
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bac1c751b37d12482bb7a138d6f065ba6fbb16b3
09d578ed18df19fbd0e82c8a89e294f7c30d1e95
fb79af478d8c1adcd101b28461c227c5dfcba7b6
503411e6d66ebd6289cb9a49197763338d3bc327
333b1a226cf56ccc951ac2c8ef2228c8da231f24
fc10617d5a82cfc69d4d50df19b65e319a6275c4
Method observer-2026-09-12 · model claude-sonnet-5 · camera beachcam1
Observed 6 Oct 2026, 08:50–08:55 Thailand time · published 6 Oct 2026, 08:55
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed.
Water surface appears smooth to faintly rippled across all frames. A wide exposed sandbar is visible extending across the midground in all frames, similar to the previous comparable observation. One or more uncertain objects are visible in the assessed sand area.
Water surface appears smooth to faintly rippled across all frames No breaking waves or whitecaps visible in the assessed view
Observed waterline
A wide exposed sandbar is visible extending across the midground in all frames, similar to the previous comparable observation Waterline sits at a consistent distance from the camera throughout the window, with no notable shift visible
Visible sand and debris
No other obvious litter visible in the assessed sand area close to the camera
Beach condition
Wide exposed dry sand area visible in the foreground with palm tree shadows cast across it Wet sand visible near the waterline in the midground No wave wash reaching the dry sand area near the loungers and umbrellas during this window
Visibility
Adequate — Daylight conditions with clear skies provide good visibility across the frame throughout the observation window
Compared with
MBV-OBS-20261006-075052-2E14
Observation detail
Observation ID MBV-OBS-20261006-085038-E75F
12 frames sampled across 60 seconds of footage. Sampled footage from the preceding hour, not continuous coverage.
Limitations
Small distant objects on the water (possible boats) cannot be reliably identified
Areas beyond the visible frame, including the wider beach and open sea, cannot be assessed
These observations describe only the beachfront and water visible from Mandarin Beach Villa's fixed camera during the sampled window; they do not establish conditions elsewhere along Lipa Noi or outside another property.
Source frame hashes (SHA-1, recorded to help detect later changes to the stored files; not proof of capture time)
85f23c22ce0089bc2cf54f7f8bed84a1ad577469
dcdbaed888219b66f3a1c705378c93e9ed2110bf
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ca41fd625f1f03bcdeca0899cddf44a1568ca3b5
7f935e63e4fd577770a05ca1bc1751fc1abc6da3
b93c701ff4ae564ad76734dbd684899e53c88a4d
deb39f072081571b9c5f59660e50b3bc04c945e2
6b1ee0aa67106e9bd8e69be74499b22719edb7ad
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de54f5426caf15564da31586d3bb3ae28ea4a307
41122e473f5f7fcc6afe6920fd3465b1ade04af8
Method observer-2026-09-12 · model claude-sonnet-5 · camera beachcam1
Observed 6 Oct 2026, 09:50–09:54 Thailand time · published 6 Oct 2026, 09:54
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed.
Observations are unavailable for this hour. No frames were captured from the camera during this window.
No conditions are inferred when the footage cannot be assessed, and an earlier report is never carried forward as current.
Observed 6 Oct 2026, 16:50–16:54 Thailand time · published 6 Oct 2026, 16:55
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed.
Water surface appears smooth to faintly rippled across all frames. A wide band of exposed sand stretches across the midground between the lounger/umbrella area and the water's edge in all frames. One or more uncertain objects are visible in the assessed sand area.
Water surface appears smooth to faintly rippled across all frames No breaking waves or whitecaps visible A small, low line of foam/wash is visible near the waterline
Observed waterline
A wide band of exposed sand stretches across the midground between the lounger/umbrella area and the water's edge in all frames The waterline position appears consistent across the frames, running roughly horizontally in the mid-lower part of the image Exposed sand extends from the foreground furniture area out to where the water begins
Visible sand and debris
No clear litter items are distinguishable in the assessed sand area No large deposits of seaweed or natural debris are clearly visible on the exposed sand
Beach condition
Wide exposed sand area visible between the furniture/umbrella zone and the waterline Wave wash does not appear to reach the upper dry sand area near the loungers Footprints are visible across the sand but no significant debris accumulation is apparent
Visibility
Adequate — Measured brightness and bright-pixel fraction indicate adequate lighting; sun glare on the water reduces detail near the horizon but the beach and waterline remain visible.
Compared with
MBV-OBS-20261006-085038-E75F
Observation detail
Observation ID MBV-OBS-20261006-165016-8F4D
12 frames sampled across 60 seconds of footage. Sampled footage from the preceding hour, not continuous coverage.
Limitations
Strong sun glare over the water obscures fine detail on the sea surface near the horizon
Conditions beyond the camera's fixed field of view cannot be assessed
These observations describe only the beachfront and water visible from Mandarin Beach Villa's fixed camera during the sampled window; they do not establish conditions elsewhere along Lipa Noi or outside another property.
Source frame hashes (SHA-1, recorded to help detect later changes to the stored files; not proof of capture time)
86715410ba1dd5054664202c608504ed4a9d0ecc
c89a457748f47e50ebd241669b20a3b735004c83
da65222ff448cd60de82ce67a0e396523e5de00e
3207c9133fcd48dd9e5ff06217eded69d5f2a764
96f45af23234c5e918a2835c4358674216add47b
30d57ff03843737ff2fde1f3b3c235639a3aecb6
b4edf25a55523dbaa4afbcfca10291754cae8e60
8a2605f7a6617878269e19deacbb1fbd4a9d298b
2634faf45fc6f2026e27d8f7e5251942eac85880
0a4bce219e2d0bb14563c8e7d6ba7a87adb1146c
06f2775567576b14c2cdac57dcad979c044f8512
b687237db69d9ff62a31bd637983e406beb59f31
Method observer-2026-09-12 · model claude-sonnet-5 · camera beachcam1
Observed 6 Oct 2026, 17:50–17:55 Thailand time · published 6 Oct 2026, 17:55
Coverage: the beachfront and water visible from Mandarin Beach Villa’s fixed camera only. Conditions at other properties are not observed.
Observations are unavailable for this hour. The camera footage for this hour could not be assessed.
No conditions are inferred when the footage cannot be assessed, and an earlier report is never carried forward as current.
