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Solutions / Water resources & lake monitoring

Understand changing water. Plan the next measurement.

Combine Earth observations, gauges and sampling records. Order suitable water data, investigate extent or surface patterns, or create a monitoring app without coding.

Prepared landscape sketchIllustrative
Schematic reservoir with branching inlets, a comparison shoreline and sampling locations. All locations and overlays are illustrative.123SCHEMATIC / NO REAL LOCATIONN ↑
Illustrative extent-comparison linePrepared example
Explore the data-to-app example

Explore a workflow for this industry. The app preview uses illustrative data; contact us to discuss your own sites, requirements and access.

For your team
  • Lake and reservoir managers
  • Water utilities
  • Catchment consultants

The work you need to do

Connect changing water to your sampling plan.

01

Acquire observations for your water bodies

Specify the lakes, reservoir margins or catchments and the dates you need. Compare available sources against water-body size and the measurements required.

What you take away

A water-data request with product and delivery requirements

02

Compare changing water extent

Review mapped water boundaries across suitable observations. Connect differences to gauges, operations records and acquisition conditions before using them in a site review.

What you take away

Extent comparisons and a dated water-body history

03

Focus sampling and investigation

Explore suitable surface-condition products beside laboratory and field records. Identify unusual patterns and gaps that help the team plan where to collect measurements.

What you take away

A sampling shortlist with observation context

01 / Acquire the data

Order for your location.
Specify what matters.

Request data for a water body anywhere on Earth. Source selection depends on its dimensions, the dates required and the particular water measurement you need.

Water bodies & catchments
Supply lake boundaries, reservoir margins, sampling stations and relevant upstream areas. Identify narrow channels and shorelines that need particular spatial detail.
Observation & sampling times
Define comparison dates and field sampling windows. Match observation times as closely as the task needs, and specify future collection or repeat coverage requirements.
Water measurements & quality
Request the appropriate bands, processing and quality information. Check cloud, glare from reflected sunlight and pixels that mix land with water. Confirm that the method suits the water body.
Files & operational use
Specify analytical files, maps or published products, together with intended users. Review licensing, complete price and delivery estimates before ordering.
  • Optical water observations
  • Radar for suitable extent reviews
  • Thermal surface products
  • Gauges and sampling records

Just need the data? Acquiring it is a complete outcome. Use delivered files in your own tools where the license permits, or continue with analysis and apps in Milkypad.

02 / Run your own analysis

Prepare a lake sampling review

Connect observations to your existing measurements, then decide where additional sampling would help.

  1. 01

    Define the review question

    Add water bodies and sampling stations. Choose whether you need an extent comparison, a surface-pattern investigation or context for a monitoring report.

  2. 02

    Match data to the task

    Review available observations, capture times and water-specific quality information. Choose suitable products and keep excluded or unresolved areas visible.

  3. 03

    Compare with local measurements

    Inspect maps beside gauges, sampling results and operational records. Separate a satellite-derived indicator from the measurements collected at a station.

  4. 04

    Plan and document the follow-up

    Create a sampling list or report with dates and reasons. Save a custom app when the team needs to repeat the same review.

How AI-assisted analysis works

03 / Build and customize your app

Water Observation & Sampling Planner

A proposed app for reviewing water-body history and coordinating follow-up measurements across a monitoring program.

Explore a prepared example

Water observations connected to sampling decisions

Illustrative workflow
Prepared landscape sketchIllustrative
Schematic reservoir with branching inlets, a comparison shoreline and sampling locations. All locations and overlays are illustrative.123SCHEMATIC / NO REAL LOCATIONN ↑
Water-body boundary + stationsPrepared example

01 / Data inputs

Match the observation to the water body

Define the lake or reservoir, observation periods and measurements you need. Keep gauge locations and sampling records linked to the request.

  • Reservoir boundaryExtent and shoreline context
  • Sampling stationsLocations of local measurements
  • Observation datesTimes relevant to the sampling season
Prepared landscape sketchIllustrative
Schematic reservoir with branching inlets, a comparison shoreline and sampling locations. All locations and overlays are illustrative.123SCHEMATIC / NO REAL LOCATIONN ↑
Illustrative extent-comparison linePrepared example

02 / Review a layer

Review a shoreline or surface pattern

The overlay illustrates a water-extent comparison. Surface observations need suitable quality checks and local measurements before interpretation.

  • North inletInspect the comparison boundary
  • Open waterReview the observation conditions
  • Local recordCompare the relevant gauge reading
Prepared landscape sketchIllustrative
Schematic reservoir with branching inlets, a comparison shoreline and sampling locations. All locations and overlays are illustrative.123SCHEMATIC / NO REAL LOCATIONN ↑
Prepared sampling-plan examplePrepared example

03 / Use an app

Connect the map to a sampling plan

An app can bring the water-body history and station records into a single review. Choose the locations that need another measurement.

  • North inletReview the changed margin
  • Open waterCompare station observations
  • Sampling sitePlan the next local measurement

Prepared scenes and records show how a workflow could look. These are illustrative locations and layers, with no live data or analysis.

Illustrative app brief
Build a lake review app linking observation maps, gauge history and sampling records. Let us compare dates, flag areas for sampling and export a visit plan.

Describe the tool and the changes you need in ordinary language. The AI assistant helps build it; colleagues use the resulting maps, tables, and controls without writing code.

Explore App Builder

Controls for your team

  • Select lake or catchment
  • Choose observation periods
  • Compare sampling stations
  • Filter follow-up priorities
See how a saved app is used

Water-body history

Extent or surface-product comparisons with observation dates and quality notes.

Sampling plan

Locations to investigate and the observations behind each proposed measurement.

Review briefing

Maps, station records and unresolved questions for the monitoring team.

Use the result with context

Keep surface indicators distinct from water measurements

Mapped extent alone does not establish depth or volume. Optical indicators of turbidity or algae depend on suitable processing and local validation; they do not measure every contaminant or establish drinking-water safety. Match interpretations to laboratory and field evidence.

Questions for your workflow

Plan the work
around your needs.

Can I request data without asking Milkypad to analyze it?

Yes. Specify the water bodies, observation window, required product and file format. Acquire eligible data for your existing monitoring or analytical tools.

Will finer imagery improve every water measurement?

Finer detail can help separate water from shore, but measurement quality also depends on suitable bands, atmospheric correction, local conditions and method validation.

Can the app include our gauge and laboratory records?

Include station locations, timestamps and the records you use in the app brief. Ask for linked charts and sampling views your team can operate directly.

Milkypad for water resources

Which water bodies and measurements matter to you?

Tell us the locations, observation periods and products you need, or describe your sampling review and reporting workflow.

Discuss your requirements