Land Intelligence Report

Valle de Bravo, State of Mexico, 51200

673 ha · 19.1930, -100.1300 · The capacity is present; the work is regeneration.

Terrain · shaded relief — Valle de Bravo, State of Mexico, 51200
2 km
Terrain · shaded relief · AWS Terrain Tiles
Land cover · ESA WorldCover 2021 — Valle de Bravo, State of Mexico, 51200
2 km
Land cover · ESA WorldCover 2021 · ESA / Copernicus

The reading in full

This 673-hectare parcel near Valle de Bravo, State of Mexico, 51200 is land with sound foundations and clear regenerative upside. It scores 60 out of 100 on the Dear Wise Earth Land Score.

The risks that most shape a decision here: About 23% 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. 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. The terrain is steep, which constrains construction and raises erosion risk. Steep slopes increase building and road costs, limit machinery access, and make the land more prone to erosion and landslides. 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.

Where the upside lies: A watercourse runs through the parcel. On-site water supports irrigation, livestock, and habitat and can lower water-supply costs — though it may carry buffer or setback rules worth checking. 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.

The wider readings: Rainfall is moderate. Water is adequate for many uses, but storage through the dry season improves reliability. 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. Soil organic carbon is moderate. The soil is workable but will benefit from cover cropping and organic inputs to build fertility before intensive use. Road and town access are close. Good access lowers development and logistics costs but can raise encroachment pressure and land prices.

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 land with sound foundations and clear regenerative upside. Its clearest strength to build from is that a watercourse runs through the parcel.

60Land Score

The capacity is present; the work is regeneration.

Valle de Bravo, State of Mexico, 51200

Five readings

The parcel from orbit

Finding the latest clear satellite pass…

Reading the place

This 673-hectare parcel near Valle de Bravo, State of Mexico, 51200 is land with sound foundations and clear regenerative upside, scoring 60 out of 100. The reading that most shapes the work here is that about 23% of the parcel is permanently under water. Its main strength is that a watercourse runs through the parcel. The first move: map how water moves and stands across the parcel before siting anything on it.

Riskhigh confidence

About 23% 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.

23% permanent open water, plus 2% under seasonal water (JRC Global Surface Water, 1984–2021).

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 46% over 20 years (linear trend, 2004–2024).

Riskhigh confidence

The terrain is steep, which constrains construction and raises erosion risk.

Steep slopes increase building and road costs, limit machinery access, and make the land more prone to erosion and landslides.

Mean slope 6°, with 368 m of elevation change across the parcel.

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: +1.8 °C mean temperature, +14.7% rainfall. Exposure rated High.

Opportunityhigh confidence

A watercourse runs through the parcel.

On-site water supports irrigation, livestock, and habitat and can lower water-supply costs — though it may carry buffer or setback rules worth checking.

A mapped river or stream crosses the parcel (Río Amanalco).

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: Parque Estatal Monte Alto.

Waterhigh confidence

Rainfall is moderate.

Water is adequate for many uses, but storage through the dry season improves reliability.

1,559 mm of rain per year. A watercourse crosses the parcel.

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.

4,478 biodiversity records nearby, including Quiscalus mexicanus and Fulica americana (GBIF).

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.

24.3 g/kg soil organic carbon in the top 30 cm, clay loam texture, pH 6 (ISRIC SoilGrids).

Accesshigh confidence

Road and town access are close.

Good access lowers development and logistics costs but can raise encroachment pressure and land prices.

About 0.04 km to the nearest road, 0.22 km to Valle de Bravo.

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 land with sound foundations and clear regenerative upside. Its clearest strength to build from is that a watercourse runs through the parcel.

Where the capital goes · corridor & deployment

54Conservation priority
BufferStepping stone

Working land to steward as a corridor buffer.

working land to steward as a corridor buffer

This reads as a partial patch that extends the network's reach, scoring 54 out of 100 for conservation priority. Its role is to buffer the core — steward it so the habitat beside it holds. Fund the conservation directly here — the land's job is protection, not lodging.

Conservationmedium confidence

This reads as a partial patch — enhancing it extends the network's reach.

A partly-forested parcel beside the corridor works as a stepping stone: thickening its cover and connecting it to the neighbours widens the habitat that species can actually move through.

42% tree cover.

Hospitalitymedium confidence

A funding operation is not the move here — the land's job is protection.

This parcel reads as legally protected or reserved for cover, so lodging is constrained and beside the point. Fund the conservation directly; do not look to build here.

Strict-protection signal (SINAC protected area, capability class VIII, or a protected overlap).

Capital moves

  1. 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.

  2. 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.

  3. 03

    Set a connectivity baseline and re-read it — camera traps and the species the corridor was declared for.

    Ongoing

    Funders and partners judge a corridor by whether wildlife actually moves through 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 across the parcel's connecting edges.

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. Corridor extents are approximate PNCB screening footprints; confirm a parcel against the official SINAC/PNCB record.

Best-fit regenerative model

Upper-watershed research station

56/100 fit

Guard the headwaters; study what they hold.

At 1,847 m with 42% tree cover, this reads as intact montane headwater forest — high-value habitat whose biodiversity and water function justify guarding it and studying what it holds.

Intact montane forest at the top of a watershed, rich enough to justify a small research-and-education presence that funds protection of the water tower below.

1,847 m elevation42% forest29% built5.5° slope1,559 mm rain/yr

Also consider · Regenerative village (46) · Watershed protection (39)

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.

What to do

  1. 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.

  2. 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.

  3. 03

    Design roads and structures to the contour, and get a geotechnical and erosion assessment before any earthworks.

    Before committing

    Steep ground raises building and access costs and erosion risk; the terrain sets the layout, not the other way round.

    Confirm on the ground · Have a geotechnical engineer assess slope stability and cut-and-fill on the ground before a road line is committed.

  4. 04

    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.

  5. 05

    Walk the land to scope the regenerative work before committing capital.

    First visit

    The foundations are present and the upside is real, but sequencing the work well is what realises it.

    Confirm on the ground · Read the water, soil, and cover on the ground, then plan the work from the most permanent layer down.

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.

Reading the land's record…

Climate · to 2050

17.1°C
Mean temp
+1.8°C
2050 Δ temp
+15%
2050 Δ rain

Exposure · High

2050 sits within a single planning horizon — about 24 years out. The models expect seasons here about 1.8°C warmerthan today's, with 15% 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

1,559mm/yr
Rainfall
-45.9%
20-yr trend
On site
To watercourse
23%
Permanent water
2% seasonal

Río Amanalco · Molinos - Los Hoyos · Arroyo Chiquito · La Hierbabuena

Soil · 0–30 cm

24.3g/kg
Org. carbon
6.0
pH
43%
Sand
27%
Clay

Clay loam

Terrain & cover

1,847m
Elevation
5.5°
Mean slope
42%
Forest
29%
Built
Tree cover 42%Built-up 29%Water 22%Shrubland 3%Grassland 2%

Ecology

4,478
Recorded wildlife observations
GBIF

Quiscalus mexicanus · Fulica americana · Ardea alba · Anas diazi

Protected nearby · Parque Estatal Monte Alto

Pressure

0.0km
To road
0.2km
To settlement
Valle de Bravo

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.

Sources & method · 8 layers
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)
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)
Surface water — JRC Global Surface Water

Global Surface Water v1.4 — occurrence & seasonality

30 m · 1984–2021
Copernicus / open (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.

Generated Tue, 23 Jun 2026 22:15:28 GMT · 4.2s · synthesized by TERRA.

Generated Tue, 23 Jun 2026 22:15:28 GMT · synthesized by TERRA · Dear Wise Earth.