Public reading

Las Tablas, Los Santos, Panama

49 ha · 7.808, -80.216 · Panama

500 m

Shaded relief · AWS Terrain Tiles

The verdict

42/ 100 · Land ScoreCultivate

The upside is here. Shape it deliberately.

Las Tablas, Los Santos, Panama

ReclaimCultivateRestoreAnchor

11th percentile for like land · Frontier tier · 10 conservation priority

Five readings

Water67

Soil58

Ecology7

Climate15

Pressure62

weakest · Ecology

All five read on one axis — up is good. Pressure scores calm: a high number is little human pressure on this land.

Standing

11thpercentile

Tropical humid · Neotropic · against 22 readings · 14th of all 85

Coverage

100%

weight read

15 of 22 layers answered

Every pillar read from live data.

Silent: Sentinel-2, the radar, the infrastructure reach +4.

Where the capital goes

10/ 100 priority

Frontierhospitality fit 49

Best-fit model

Regenerative agroforestry estate

59 / 100

Fit from published rules over the indicators.

The land in numbers

Area

49ha

Elevation

17m

12–25 m

Slope

1.0°

Forest cover

Canopy height

not read

Rainfall

2,837mm/yr

-13% over 20 yr

Warming to 2050

+1.0°C

rain +39%

Soil carbon

30.4g/kg

pH 5.8

Nearest road

3.4km

Species records

0GBIF

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

49 hectares at Las Tablas of gentle land around 17 m. The ground reads 2% under canopy, 42% worked as cropland. Water shapes it — 2,837 mm of rain a year, 6 traced watercourses. The nearest settlement is El Manantial, 4.03 km away, governed from Las Tablas.

Its vocationcultivate

Regenerate working land into productive canopy. Gentle working ground (42% already cropland) with 2,837 mm of rain a year — well set up to convert into multi-strata agroforestry that carries yield and canopy on the same hectare.

17 m elevation2% forest42% cropland1.0° slopeFrontier tier — outside the mapped network

Its trajectoryholding, but drying— the canopy has held while the rain record fell -13.3%.

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.

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: 2% cover in 2000, 0.3% 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

The weakest number here is a silence, not a judgment.

derivedThe ecology pillar reads 7 — but it leans on zero recorded wildlife observations, and absence of records usually reflects absence of surveys, not absence of life.
derivedTreat that pillar — and the composite it drags — as a floor: one field survey could move this reading materially, in only one direction.

What to doCommission a rapid biodiversity survey before treating the score as the land's ceiling.

Lands on: the score itself · confidence high

The water here is thinning.

observedThe twenty-year rain record moved -13.3% — 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 -13.3%, while the 2050 model says +39%. 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 42 against a conservation priority of 10.
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 water is unusually weak.

derivedAgainst 22 readings of like land (Tropical humid · Neotropic), this parcel's water ranks in the bottom 11%.
derivedAn unusual weakness is rarely bad luck — something specific happened or is happening here that its peers escaped.

What to doMake water 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 ~21 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 49-hectare parcel near Las Tablas, Los Santos, Panama is workable land whose plan must come before the capital, scoring 42 out of 100. The reading that most shapes the work here is that rainfall has been declining over the past two decades. Its main strength is that the parcel sits near protected land. The first move: build a water budget sized to the projected dry spell, not the annual average.

Riskmedium confidence

Rainfall has been declining over the past two decades.

Water planning should target the drier conditions ahead, not today's averages; storage and drought-tolerant choices matter more here.

Annual rainfall is down about 13% over 20 years (linear trend, 2004–2024).

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: +1 °C mean temperature, +39% rainfall. Exposure rated High.

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

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.

2,837 mm of rain per year. Nearest mapped watercourse is about 1.72 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 17 m, mean slope 1°, 13 m of relief.

Biodiversitylow confidence

Little wildlife has been formally recorded here.

A low record count usually reflects limited survey effort rather than low biodiversity, so a ground survey is needed before drawing conclusions.

Only 0 biodiversity records nearby (GBIF, the global species-record archive).

Soilmedium confidence

Soil organic carbon is moderate.

The soil is workable but will benefit from cover cropping and organic inputs to build fertility before intensive use.

30.4 g/kg soil organic carbon in the top 30 cm, clay loam texture, pH 5.8 (ISRIC SoilGrids).

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 3.35 km to the nearest road, 4.03 km to El Manantial.

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 are barely recorded here — an absence of data, not necessarily of life. 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 the parcel sits near protected land.

Where the capital goes · corridor & deployment

10Conservation 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 10 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 49/100) could fund the work from the already-worked ground.

49/100

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.

2% 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 49/100, 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

11thpercentile · Tropical humid · Neotropic

Ranked against 22 readings · same bioclimate zone

14th percentile against all 85 readings so far — the cohort rank above is the fairer one; this is the wider one.

Reads below most of the 22 readings logged in Tropical humid · Neotropic — stronger than 11%. Freedom from development pressure is its strongest signal here (39th percentile), ecology its weakest (11th). Land reads stronger toward the north.

Percentile by reading · higher is better land

Water

11th

Ecology

11th

Climate

32nd

Low pressure

39th

Landscape · 1 reading within 1 km

·Land reads stronger toward the north

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

26.4°C

Mean temp

+1.0°C

2050 Δ temp

+39%

2050 Δ rain

Exposure · High

2050 sits within a single planning horizon — about 24 years out. The models expect seasons here about 1.0°C warmer than today's, with 39% 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

2,837mm/yr

Rainfall

-13.3%

20-yr trend

1.7km

To watercourse

Quebrada Santo Domingo

Soil · 0–30 cm

30.4g/kg

Org. carbon

5.8

32%

Sand

33%

Clay

Clay loam

Terrain & cover

17m

Elevation

1.0°

Mean slope

Forest

Built

Grassland 56%Cropland 42%Tree cover 2%

The living surface

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

Ecology

Recorded wildlife observations

GBIF · the global species-record archive

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

Pressure

3.4km

To road

4.0km

To settlement

El Manantial

Forest history · since 2000

Tree cover 2000

0.3%

Cover lost

2002

Latest loss

Hansen Global Forest Change GFC-2023-v1.11

Below the surface

The fungal networks that move water and nutrients between roots.

Underground fungal networks

Outside

Arbuscular fungi

partners of most crops & pastures

Outside

Ectomycorrhizal fungi

partners of much timber & forest

SPUN Underground Atlas (Van Nuland et al. 2025) · 1 km model of underground fungal biodiversity · hotspots = global top decile of predicted richness

Best-fit regenerative model

Regenerative agroforestry estate

59/100 fit

Regenerate working land into productive canopy.

Gentle working ground (42% already cropland) with 2,837 mm of rain a year — well set up to convert into multi-strata agroforestry that carries yield and canopy on the same hectare.

Gentle, workable ground with the rainfall to carry it. Convert pasture and cropland into multi-strata agroforestry — yield and canopy on the same hectare.

17 m elevation2% forest42% cropland1.0° slope2,837 mm rain/yr

Also consider · Coastal buffer · blue–green (50) · Watershed protection (22)

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 (49/100) is a different scale that asks only whether a small lodge could fund the stewardship here — the two need not match.

What to do

01
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.
02
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.
03
Carry out a field biodiversity survey to see what the records miss.
First year
A thin record here usually reflects little survey effort, not little life; what actually lives on the parcel shapes both its value and its constraints.
Confirm on the ground · Have an ecologist survey across seasons; local naturalists and birders often already know the site.
04
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?
This parcel sits beside protected land — what could it contribute to that larger habitat that it cannot contribute alone?
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 · 15 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

Soil — ISRIC SoilGrids v2

SoilGrids v2.0 (SOC, pH, sand, clay; 0–30 cm)

250 m · 2020

CC-BY 4.0

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

Underground fungal networks — SPUN Underground Atlas

Top-decile hotspots of predicted AM + ECM fungal richness (Van Nuland et al. 2025, Nature; Zenodo 10.5281/zenodo.14871588)

1 km · 2025 (v1.0)

No explicit license on the archive — terms requested from SPUN; attribution given

Watershed — Global Watersheds (MERIT-Hydro)

Upstream basin + downstream flowpath (screening hydrography)

~90 m · MERIT-Hydro 2019

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

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 governance record, the thermal read, the population grid, the hazard screen — the affected pillars were reweighted, not guessed.

Generated Sun, 30 Aug 2026 22:08:31 GMT · 19.1s · synthesized by TERRA.