C:\>LONG_NGO
ROADMAP.EXE / RESEARCH DEVELOPMENT

Roadmap

The roadmap describes a forward-looking research program. Future milestones are strategic targets and should not be interpreted as completed achievements.

Phase sequence

PHASE 01

Consolidate the geoinformatics core

Standardize spatial data, WebGIS/WebGeo workflows, environmental datasets, reproducible code, and clear evidence documentation.

PHASE 02

Build environmental simulation capacity

Develop landscape-dynamics, CA, ABM, and system-dynamics components for coupled human–environment questions.

PHASE 03

Develop Vietnamese GeoNLP

Connect place names, environmental documents, local knowledge, policy evidence, ontologies, and geographic knowledge graphs.

PHASE 04

Integrate GeoAI and spatial agents

Combine spatial machine learning, graph reasoning, map-aware tools, geographic memory, and language reasoning.

PHASE 05

Operationalize decision systems

Deliver auditable, human-in-the-loop systems for environmental planning, climate adaptation, and spatial decision support.

Capability ladder

01Map & measure
02Model & simulate
03Read & structure knowledge
04Reason with spatial agents
05Support decisions

Quality targets

Current trajectory

CLASSICAL GEOGRAPHIC THINKINGGIS / REMOTE SENSINGSIMULATIONGEONLP / GEOAISPATIAL AGENTS

The intellectual-lineage popup shows the conceptual influences used to position this trajectory and marks the current institutional position.