Annual Sentinel-2 views of the Ten Thousand Islands coastal landscape from 2018 to 2025
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Coastal and Water Systems

Tracking wetlands, reservoirs, and surface-water change with satellite evidence, transparent methods, and structured review.

EO indicatorsChange detectionField-to-map evidence
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Environmental and Geospatial AI support for agriculture, climate, coastal, and land-monitoring projects.

GforGeoscience helps technical and institutional teams turn satellite, field, soil, sensor, and research data into defensible maps, monitoring evidence, reports, dashboards, sampling plans, and project-ready workflows.

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50 farms7,831 georeferenced observations in Brazil farm-scale EO soil mapping
100,000+soil spectral observations across six institutional libraries and five continents
15,000+ haIrrigatorPro platform context; contributed to work associated with approximately 15% water-use efficiency improvement
Technical communicationFAO, IEEE, AGU, ESA, University of São Paulo, and Extension-facing settings

Core areas of support

From environmental data to defensible delivery

Defined technical packages can support monitoring, validation, reporting, proposal development, and research-to-delivery collaboration.

Remote sensing monitoring and validation

AOI review, EO covariates, monitoring maps, validation logic, uncertainty summaries, and dashboard-ready layers.

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Soil carbon, MRV, and sampling

Digital soil mapping, SOC evidence, cost-aware sampling strategy, ground-reference design, and QA/QC notes.

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Environmental AI and data governance

Spectral harmonization, reproducible benchmarks, federated workflows, provenance, and governance notes.

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Project design and documentation

Concept notes, work-plan inputs, report sections, technical annexes, indicator logic, SOPs, and slide outlines.

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Selected case studies

Technical work translated into project value

Applied research, prototypes, and field workflows presented with their status, evidence, institutional relevance, and limits.

TerraFed privacy-governed soil intelligence workflow
Applied research and development

TerraFed

Privacy-governed soil intelligence, sampling prioritization, and dashboard-ready monitoring workflows without pooling raw partner data.

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Farm-scale soil organic carbon map derived from Earth observation
Published applied research

Brazil farm-scale EO soil mapping

Sentinel-2, local observations, uncertainty, and adaptation logic across 50 farms and 7,831 georeferenced observations.

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Soil spectral signatures used in harmonization and quality-control workflows
Published research workflow

Global soil spectroscopy collaboration

QA/QC, model transfer, data sovereignty, and reproducible collaboration across institutional soil libraries.

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IrrigatorPro agricultural water decision-support interface
Applied decision-support contribution

Software and EO Dashboards

Decision-support software, sensor workflows, and Earth-observation dashboards translated into practical agricultural guidance.

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Field sampling for soil and environmental monitoring

Why GforGeoscience

Analysis designed for review, reuse, and handover

  • Field-informed interpretation connects maps and models to how environmental systems are observed.
  • Assumptions, provenance, QA/QC, validation logic, uncertainty, and limitations are documented.
  • Outputs are shaped for GIS, dashboards, reports, proposals, technical annexes, and stakeholder communication.
  • Collaboration can begin with a defined pilot and expand only when evidence, scope, and resources support it.
How Collaboration Works

Field-informed perspective

Landscapes, communities, and observation shape the workflow

Field Notes connect place-based learning about aridity, water, terrain, biodiversity, agriculture, and stewardship to practical choices in monitoring, map interpretation, validation, and communication.

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Olive landscape in Crete informing field-based agricultural perspective

Start with the project need

Need defensible environmental evidence or technical delivery support?

Share the question, geography, available data, expected output, and timeline. Sensitive materials can follow later through an agreed secure channel.

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