Public reading

Las Tablas, Los Santos, Panama

18 ha · 7.818, -80.218 · Panama

250 m

Shaded relief · AWS Terrain Tiles

The verdict

51/ 100 · Land ScoreCultivate

Real potential, once the plan is clear.

Las Tablas, Los Santos, Panama

ReclaimCultivateRestoreAnchor

30th percentile for like land · Frontier tier · 20 conservation priority

Four of five readings

Water85

Soil—

Ecology52

Climate11

Pressure61

weakest · Climatenot read · Soil

All five read on one axis — up is good. Pressure scores calm: a high number is little human pressure on this land. The unread pillars had their weight redistributed across the rest — reweighted, never guessed.

Standing

30thpercentile

Tropical humid · Neotropic · against 22 readings · 35th of all 85

Coverage

80%

weight read

14 of 22 layers answered

Nearly complete — gaps reweighted, not guessed.

Silent: Sentinel-2, the radar, the infrastructure reach +5.

Where the capital goes

20/ 100 priority

Frontierhospitality fit 53

Best-fit model

Coastal buffer · blue–green

72 / 100

Fit from published rules over the indicators.

The land in numbers

Area

18ha

Elevation

5–17 m

Slope

1.2°

Forest cover

12%

Canopy height

not read

Rainfall

2,739mm/yr

-26% over 20 yr

Warming to 2050

+0.9°C

rain +44%

Soil carbon

not read

Nearest road

3.7km

Species records

9,314GBIF

Headline figures only. Every card below carries the full reading, its source and its date; a figure the engine did not read is named, never filled in.

This place

18 hectares at Las Tablas of gentle land around 9 m. The ground reads 12% under canopy, 4% built. Water shapes it — 2,739 mm of rain a year, 5 traced watercourses. The nearest settlement is Las Tablas Abajo, 4.4 km away, governed from Las Tablas.

Its vocationbuffer

Protect the blue–green edge. Low-lying at 9 m, this reads as a coastal or wetland edge — an inference from elevation and water signals, not a measured shoreline distance, so confirm how near the water actually is. If it holds, the play is the buffer: protect and restore it for blue carbon (the carbon coastal wetlands lock away), storm defence, and nursery habitat.

9 m elevation12% forest1.2° slope2,739 mm rain/yrFrontier tier — outside the mapped network

Its trajectoryholding, but drying— the canopy has held while the rain record fell -26.2%.

This is an outsider's reading, assembled from instruments and public records. It is where understanding begins, not where it ends — the land, its neighbours, and the people who know it hold the rest.

Who governs this land

Panamá · Los Santos · Las Tablas

Unit population

9,255

Unit area

698 km²

What the land is exposed to — and what stands against it

Coastal floodwatchscreens highadaptation layer not read
Earthquakewatchscreens mediumadaptation layer not read
Landslidewatchscreens mediumadaptation layer not read
Tsunamiwatchscreens highadaptation layer not read
Extreme heatwatchscreens mediumadaptation layer not read
Wildfirewatchscreens highadaptation layer not read

Under high classes: 18 ha · 3 classes
Fire response: not read
Emergency response: not read

Exposure as quantities, never as money: response minutes assume 40 km/h on rural roads, straight-line distance. The district class covers the whole parcel, so hectares under a high class are the parcel's own area.

Screening classes at district scale (ThinkHazard/GFDRR, hazard sets ~2015–2020) read beside what OpenStreetMap has mapped within graded radii. Presence, not effectiveness: the condition of a levee or the crew of a fire station is not read. “Buffered” is not “safe”; “not read” is honest, not zero.

10 earthquakes ≥ M5 within 100 km in 50 years, strongest M5.7 — most recent M5.2, 2018 (USGS).

What the record remembers

The named places and features the public encyclopedia holds around this land — the recorded memory, not the whole memory.

Finca Pausílipo2.7 km
El Manantial (Los Santos)5.2 km
El Manantial, Los Santos5.2 km
Distrito de Guararé5.7 km
Guararé5.7 km
Guararé District5.7 km
La Enea6.3 km
Las Tablas Abajo6.6 km

8 recorded heritage features within 10 km, nearest 5–10 km — monument, memorial.

Locations are deliberately withheld — presence is shown at landscape scale only. Recorded presence in the open public record only. Absence of information here is not evidence of absence — national heritage registries are the authority.

Relationships

A parcel is a node in living systems, not an island. Each line below is derived from this reading itself and carries how it is known.

estimated
This parcel collects the water of Its watershed— screening hydrography (MERIT-Hydro ~90 m)
observed
This parcel is within reach of Quebrada Santo Domingonearest mapped water 0.8 km
derived
This parcel shares its landscape with Área Protegida - Zona Litoral del Corregimiento de La Enea
derived
This parcel shares its landscape with Área de Uso Múltiple Subcuenca del Río Mensabé
official
This parcel answers to Las Tablas9,255 people
official
Las Tablas sits in Los Santos
official
Los Santos sits in Panamá
observed
This parcel lives beside Las Tablas Abajo4.4 km away
recorded
This parcel carries the traces of Recorded heritage landscape8 recorded features within 10 km— public record only — absence is not evidence of absence
estimated
This parcel is screened as exposed to Coastal floodhigh (screening)— screening class at admin-division scale
estimated
This parcel is screened as exposed to Tsunamihigh (screening)— screening class at admin-division scale
estimated
This parcel is screened as exposed to Wildfirehigh (screening)— screening class at admin-division scale
official
This parcel stands on ground that has felt Seismic history10 quakes ≥ M5 within 100 km in 50 yr
derived
This parcel is read against Tropical humid · Neotropicp30 of 22 readings

The threads

Where the readings connect. Each thread follows one chain of cause and consequence across the instruments — and ends in what it means for what you do.

The forest here has held for a generation.

recordedThis canopy has held: 7% cover in 2000, 0% lost since, none of it recent.

What to doThe work here is keeping, not fixing — and the first walk should confirm the stand is as intact up close as it reads from orbit.

Lands on: the land's living value · confidence high

Independent instruments agree: water stands on this land.

recordedThe satellite water archive has watched 10.3% of this parcel go seasonally wet since 1984.
observedThe ground is low and nearly level (9 m, 1.2° slope) — water that arrives has nowhere to drain to.
derived2 separate signals point the same way — this is not one sensor's opinion.

What to doSite anything permanent off the wet ground, and walk the parcel in the rainy season before believing any dry-season visit.

Lands on: where anything gets built · confidence high

The water here is thinning.

observedThe twenty-year rain record moved -26.2% — this is a place whose water is changing, not holding.
estimatedDry spells head toward ~44 days by 2050 — water security, storage, and drought-tolerant planting become the design constraints here.
derivedNote the disagreement: the observed archive moved -26.2%, while the 2050 model says +44%. Neither cancels the other — the archive is what happened, the model is one projection. Design for the envelope: storage for the dry record, drainage for the wet projection.

What to doPrice water storage into any plan and verify the dry-season sources on the ground.

Lands on: any plan that needs water · confidence medium

Strong land, standing on its own.

derivedThe Land Score reads 51 against a conservation priority of 20.
derivedIts value is intrinsic rather than positional — the network does not depend on it, which frees what it can be.

What to doPlans here answer to the land itself, not to a network obligation.

Lands on: what a plan owes the landscape · confidence medium

For its kind of land, its climate resilience is unusually weak.

derivedAgainst 22 readings of like land (Tropical humid · Neotropic), this parcel's climate resilience ranks in the bottom 7%.
derivedAn unusual weakness is rarely bad luck — something specific happened or is happening here that its peers escaped.

What to doMake climate resilience the first diligence question on the ground: find the cause before pricing the land.

Lands on: what this land is, relative to its kind · confidence medium

Heat is the trend to plan against here.

estimatedHot days head from ~28 to ~77 a year by 2050.
derivedThat reshapes what can be farmed, when work happens outdoors, and what shade and water infrastructure cost.

What to doShade, water, and heat-tolerant species are not upgrades here — they are the baseline design.

Lands on: any plan with people or crops outdoors · confidence medium

Reading the place

This 18-hectare parcel near Las Tablas, Los Santos, Panama is workable land whose plan must come before the capital, scoring 51 out of 100. The reading that most shapes the work here is that about 27% of the parcel is permanently under water. Its main strength is that a watercourse lies close to the parcel. The first move: map how water moves and stands across the parcel before siting anything on it.

Riskhigh confidence

About 27% of the parcel is permanently under water.

This area cannot be built on or farmed without major drainage or fill work, so it reduces the usable land and the cost of developing it.

27% permanent open water, plus 10% under seasonal water (JRC Global Surface Water, 1984–2021).

Risklow confidence

The rainfall archive shows an unusually steep drying signal — verify before relying on it.

A swing this large more often reflects a data artifact or measurement change than real climate; water planning should wait on local records rather than build on this number.

The archive's linear trend reads about 26% lower over 20 years (2004–2024) — outside the range the engine treats as dependable.

Riskmedium confidence

This area is highly exposed to projected climate change by 2050.

Large shifts in temperature and rainfall can change what the land can support, so any plan should be built around the projected conditions, not current ones.

Projected change by 2050: +0.9 °C mean temperature, +44% rainfall. Exposure rated High.

Riskmedium confidence

Hazard screening rates this district high for coastal flood, tsunami, wildfire.

A high screening class means the hazard must be taken into account in planning and design — it is a division-scale flag from mixed-vintage hazard sets, not a site assessment. Commission local hazard mapping before siting anything permanent.

3 of 11 screened hazards rate high in Las Tablas, Los Santos, Panama (ThinkHazard/GFDRR, screening-grade).

Riskhigh confidence

This ground has a recorded seismic history.

Repeated strong earthquakes within reach shape how anything here should be built — seismic design codes, slope stability under shaking, and insurance all follow from it.

10 earthquakes ≥ M5 within 100 km in 50 years, strongest M5.7, most recent M5.2 in 2018 (USGS catalog).

Opportunityhigh confidence

A watercourse lies close to the parcel.

Nearby surface water improves access to irrigation and supply and adds habitat value, though rights and distance still affect how usable it is.

Nearest mapped watercourse is about 0.8 km away (Quebrada Santo Domingo).

Opportunityhigh confidence

The parcel sits near protected land.

Proximity to protected areas raises conservation value and can open eligibility for connectivity or buffer programs, but may also bring land-use restrictions.

Nearest protected area: Área Protegida - Zona Litoral del Corregimiento de La Enea.

Waterhigh confidence

Rainfall is high and supports rain-fed use.

There is enough water for most crops and forestry with little or no irrigation; dry-season storage still helps.

2,739 mm of rain per year. Nearest mapped watercourse is about 0.8 km away.

Terrainhigh confidence

The land is flat.

Flat ground is easy to build on, farm, and mechanize, though low flat land can drain poorly and should be checked for waterlogging.

Mean elevation 9 m, mean slope 1°, 12 m of relief.

Biodiversityhigh confidence

The area has a rich record of documented wildlife.

High biodiversity adds conservation value, may bring species-protection rules, and can support eco-tourism or habitat-credit programs.

9,314 biodiversity records nearby, including Quiscalus mexicanus and Troglodytes musculus (GBIF, the global species-record archive).

Soillow confidence

No satellite soil data is available for this parcel.

Soil quality cannot be assessed remotely here, so a ground survey is needed before any agricultural or restoration decision.

The SoilGrids survey returned no data for this location.

Accesshigh confidence

The parcel is relatively remote.

Distance from roads and towns means lower encroachment pressure and more privacy, but higher transport and operating costs.

About 3.68 km to the nearest road, 4.4 km to Las Tablas Abajo.

Accesslow confidence

Jurisdiction is part of the parcel.

Permits, zoning, water, and roads run through these offices — knowing who governs the land is the first step of every plan that touches it.

Panamá · Los Santos · Las Tablas — 9,255 people in the governing unit.

Confidence reflects the data behind each reading: high when clear passes or strong sources agree, medium on a partial or single-source signal, low where the data is sparse or indirect. A low-confidence reading usually needs one more clear pass, or a check on the ground.

What the land is telling us

The land reads as holding rather than actively regenerating: the standing cover is intact, but the water or vegetation signal is under strain, so the trajectory turns on how the coming dry years are managed.

Of the land's core processes, the water cycle reads as adequate to abundant, so the question is less supply than how well the land captures and holds what falls and community dynamics look rich, with a deep record of documented life nearby. What orbit cannot see is what happens below the surface — soil biology, structure, and the carbon held in the ground — so treat those as the first things to confirm underfoot.

Taken together, this is workable land whose plan must come before the capital. Its clearest strength to build from is that a watercourse lies close to the parcel.

Where the capital goes · corridor & deployment

20Conservation priority

FrontierWorking-land buffer

Standalone conservation value, outside the mapped network.

standalone value, outside the mapped network

Two lenses, two numbers: the Land Score reads this land's own body; conservation priority reads its position in the network. When they disagree, the gap itself is the finding.

This reads as working land best held as a buffer, scoring 20 out of 100 for conservation priority. It carries standalone value outside the mapped network — worth holding on its own terms. A small, low-footprint operation (fit 53/100) could fund the work from the already-worked ground.

53/100

Hospitality fit

The funding layer: a small, low-footprint operation sited on the already-worked ground, sized to carry the restoration — never spending the habitat it depends on.

Conservationmedium confidence

This reads as working land — its role is to buffer the core, not to be the core.

Land like this holds the habitat's edge: kept in low-impact use, it shields the intact land beside it from encroachment and gives the living network room to breathe.

12% tree cover.

Hospitalitylow confidence

A modest hospitality layer is possible, but it is not the strongest card.

In the regenerative model the lodging is a means, not the end: a low-footprint operation sited on the already-worked ground earns the revenue that funds the restoration and stewardship, while the core is left to recover. Kept small, it also gives the corridor local guardians with a reason to hold it.

Hospitality fit 53/100, drawing on protected land alongside. Site any building on the already-worked ground, not the habitat.

Capital moves

01
Tie up the land before restoring it — purchase or an easement that holds through a sale.
Before committing
Restoration is a multi-year investment; without secure tenure the connectivity it builds can be undone by the next owner.
Confirm on the ground · Trace the title and cadastral record, and check what conservation-finance the jurisdiction offers before committing.
02
Thicken cover along the parcel's edges and watercourses to widen what species can move through.
First year
As a stepping stone or buffer, the parcel's contribution is its edges and riparian strips — the parts that link to the habitat next door.
Confirm on the ground · With an ecologist, identify the connecting strips worth planting first; confirm which watercourses cross the land at the end of the dry season.
03
Site a small, low-footprint hospitality operation on the already-worked ground to fund the stewardship.
Once the land is secured
A modest operation on the already-worked ground earns the revenue that pays for the restoration and the guardians, without spending the habitat it depends on.
Confirm on the ground · Model the operation at a size the land can carry, keep it off the habitat, and confirm the zoning and any sustainable-tourism certification locally.
04
Set a wildlife baseline and re-read it — camera traps on the parcel's connecting edges.
Ongoing
Funders and partners judge conservation land by whether wildlife actually uses it; a repeatable baseline is what turns the thesis into evidence and steers the next round of capital.
Confirm on the ground · Run camera traps and species counts on a fixed schedule and track movement between the parcel and the habitat beside it.

The deployment reading is a screening lens layered on the Land Score — it points capital at the land where it builds the most connectivity, and each move is paired with the ground-truth step that confirms it.

How it compares

30thpercentile · Tropical humid · Neotropic

Ranked against 22 readings · same bioclimate zone

35th percentile against all 85 readings so far — the cohort rank above is the fairer one; this is the wider one.

About typical for the 22 readings logged in Tropical humid · Neotropic. Ecology is its strongest signal here (66th percentile), climate resilience its weakest (7th). Land reads weaker toward the south.

Percentile by reading · higher is better land

Water

45th

Ecology

66th

Climate

7th

Low pressure

34th

Landscape · 1 reading within 1 km

·Land reads weaker toward the south

Percentiles compare this reading against the growing corpus of public TERRA readings in like land — not all land on Earth. They sharpen as the wall grows.

The physical frame

Climate, water, soil, and shape — what the land is made of and what moves across it.

Climate · to 2050

Annual rainfall, 2004–2024 · mm

26.6°C

Mean temp

+0.9°C

2050 Δ temp

+44%

2050 Δ rain

Exposure · High

2050 sits within a single planning horizon — about 24 years out. The models expect seasons here about 0.9°C warmer than today's, with 44% more rain. Expect is the honest verb: this is the middle of a range of futures, not a certainty — so design to the range, not to today.

Water

2,739mm/yr

Rainfall

-26.2%

20-yr trend

0.8km

To watercourse

27%

Permanent water

10% seasonal

Quebrada Santo Domingo

Soil · 0–30 cm

Source unavailable for this parcel.

Terrain & cover

Elevation

1.2°

Mean slope

12%

Forest

Built

Grassland 46%Water 33%Tree cover 12%Built-up 4%Bare / sparse 4%

The living surface

What grows here, what is being lost, and what presses on it.

Ecology

9,314

Recorded wildlife observations

GBIF · the global species-record archive

Quiscalus mexicanus · Troglodytes musculus · Pitangus sulphuratus · Columbina talpacoti

Protected nearby · Área Protegida - Zona Litoral del Corregimiento de La Enea

Pressure

3.7km

To road

4.4km

To settlement

Las Tablas Abajo

Forest history · since 2000

Tree cover 2000

0.0%

Cover lost

Hansen Global Forest Change GFC-2023-v1.11

Best-fit regenerative model

Coastal buffer · blue–green

72/100 fit

Protect the blue–green edge.

Low-lying at 9 m, this reads as a coastal or wetland edge — an inference from elevation and water signals, not a measured shoreline distance, so confirm how near the water actually is. If it holds, the play is the buffer: protect and restore it for blue carbon (the carbon coastal wetlands lock away), storm defence, and nursery habitat.

Low-lying coastal or wetland ground where mangrove, marsh, and dry forest meet the sea. Protect and restore the buffer — blue carbon, storm defence, nursery habitat.

9 m elevation12% forest1.2° slope2,739 mm rain/yr

Also consider · Regenerative agroforestry estate (44) · Ecolodge / retreat (24)

A published, rules-based suggestion read from the parcel's own indicators — forest, water, slope, access, and its place in the network. It names the shape of project the land is already set up to carry; confirm it against tenure, soils, and what you know from the ground. These fit numbers rank whole project models against each other; the deployment lens's hospitality fit (53/100) is a different scale that asks only whether a small lodge could fund the stewardship here — the two need not match. Two theses share this ground: this lens reads its low wet edge — the buffer to restore; the deployment lens reads its standing patches — the stepping stones. One parcel holds both, so walk it to see which dominates, and let the first money follow that.

What to do

01
Map how water moves and stands across the parcel before siting anything on it.
First visit
A large share reads as standing or saturated ground, which sets what can be built, farmed, or drained, and where.
Confirm on the ground · Walk the low ground at the end of the wet season and after heavy rain; a hydrologist can confirm the drainage pattern.
02
Build a water budget sized to the projected dry spell, not the annual average.
First dry season
Water, not the yearly total, is the limiting factor here; storage and drought-tolerant choices decide what the land can carry.
Confirm on the ground · Measure the springs, wells, and watercourses at the end of the dry season, when supply is at its lowest — that is the number to plan against.
03
Design to the 2050 climate projections rather than today's conditions.
First year
The land is strongly exposed to projected change, so species, water storage, and infrastructure should be chosen for the conditions ahead.
Confirm on the ground · Cross-check the projections against the memory of long-time residents on how the seasons have already shifted here.
04
Commission a ground soil survey before any agricultural or restoration decision.
Before committing
Satellites cannot read soil biology, structure, or below-ground carbon — the very things that decide what will grow — and no survey data is available here.
Confirm on the ground · Take samples across the parcel for a lab test of organic carbon, texture, and pH, and dig a pit to read the profile and rooting depth.
05
Confirm soil and water on the ground, then design to what the land can carry.
First visit
The land is workable, but the plan has to be built to its limits rather than around a hoped-for use.
Confirm on the ground · Ground-truth the key constraints before committing to a use, then size the plan to them.

Questions to sit with

At the end of the dry season, where does water still hold on this land — and what would keep it there a month longer?
Which of the wet ground is a problem to drain, and which is an asset to keep — and who downstream depends on how you answer that?
Are you here to hold this land as it is, to work it, or to help it change — and does the reading above serve that intention?
If the work succeeds, what do the water, the canopy, and the people around this land look like a generation from now — and what is the first condition that has to change for that to begin?
Where does this reading disagree with what you have seen walking the land? That disagreement is the first thing to check on the ground.

These are not data gaps — they are the questions the data cannot answer.

Ask the analyst

Answers are grounded in this parcel's reading and tagged by basis — observed is measured, derived is reasoned from measurements, estimated is model-based, and unknown is said plainly. The conversation stays in your browser.

Reading this land to

Talk it through with Gregorio

This reading is built from satellite and open data. It cannot see soil biology, legal tenure, or what you already know from walking the land — a 30-minute call tests the reading against the ground and sequences the work. No cost, no obligation.

Schedule a 30-min call →See services or email Gregorio

Sources & method · 14 layers→

Water, roads & protected areas — OpenStreetMap

Overpass (waterways, highways, places, protected areas)

vector · live

ODbL 1.0

Biodiversity — GBIF

Occurrence records (count + top species)

point · live

Mixed CC0 / CC-BY / CC-BY-NC (per dataset)

Heritage presence — public record

Recorded historic/heritage features within 10 km — generalized to counts, classes and distance bands; never coordinates

landscape (10 km) · live

ODbL 1.0

Place memory — Wikipedia

Named places and features of the surrounding landscape (titles + distances)

article · live

CC BY-SA 4.0 (titles/facts)

Place — OpenStreetMap / Nominatim

Nominatim reverse geocode

settlement · live

ODbL 1.0

Terrain — AWS Terrarium (Mapzen)

Terrarium elevation tiles

~10 m (z12) · 2017

Open (attribution)

Climate — Open-Meteo

Archive 2004–2024 + MPI-ESM1-2-XR to 2050

~9 km · 2004–2024 / 2045–2049

CC-BY 4.0 (data); non-commercial API tier

Land cover — ESA WorldCover

WorldCover 2021 v200

10 m · 2021

CC-BY 4.0 (commercial promotion: notify due@esa.int)

Surface water — JRC Global Surface Water

Global Surface Water v1.4 — occurrence & seasonality

30 m · 1984–2021

Copernicus / open (attribution)

Forest loss — Hansen Global Forest Change

Global Forest Change (tree cover 2000 + annual loss)

~30 m · 2000–2023

CC-BY 4.0

Watershed — Global Watersheds (MERIT-Hydro)

Upstream basin + downstream flowpath (screening hydrography)

~90 m · MERIT-Hydro 2019

Open service, no warranty; engine open source (delineator)

Hazard screening — ThinkHazard!

Multi-hazard classes at admin-division scale (screening-grade; hazard sets ~2015–2020)

admin division · division report (mixed vintages)

GFDRR open (attribution)

Seismicity — USGS earthquake catalog

M ≥ 5 events within 100 km, past 50 years

event · live catalog

US public domain (cite USGS)

Governance — public map record + Wikidata

Administrative hierarchy + structured facts of the governing unit

admin unit · live / Atlas data year 2022

ODbL 1.0 / CC0 / PNUD-UCR publication (attribution)

Every number above is public, open data — named, dated, and licensed. What TERRA does not publish is the lens: the weights, curves, and verdict thresholds that turn these layers into a Land Score. That judgment is calibrated from land walked on the ground, and it stays proprietary.

Unavailable for this parcel: Sentinel-2, the radar, the infrastructure reach, the soil survey, the governance record, the thermal read, the underground atlas, the population grid — the affected pillars were reweighted, not guessed.

Generated Sun, 30 Aug 2026 22:39:50 GMT · 19.1s · synthesized by TERRA.