LIVING SYSTEMS INTELLIGENCE
Human Systems/Regional Agriculture
Human SystemHS_AGRICULTURE

Regional Agriculture

How civilization depends on living systems

Human Translation

Farming across a region, dependent on rain and soil.

Dependency Pathways

Each row is one complete dependency chain — following what this system rests on, down through the living systems and out to the threats and solutions that decide whether it holds.

What depends on this
What this depends on
Failure Cascade

What is weakened, layer by layer, if this is lost. Each step is a node in the graph — the effect propagates downstream toward human relevance.

Solution intelligence

What can help, what it addresses, and what it may strengthen — structured reasoning with confidence and gaps, not automated advice.

Confidence MediumReview ReviewedData gap: Outcomes depend on governance and enforcement.
Confidence MediumReview ReviewedData gap: Outcomes depend on method, scale and time.
Confidence MediumReview ReviewedData gap: Monitoring enables response but does not by itself stop fire.
Confidence MediumReview ReviewedData gap: Field effect sizes vary by context and practice.
Decision signals

Protected areas as a high-leverage forest-protection pathway

Protected Areas
LeverageHigh
UrgencyHigh
ConfidenceMedium
DifficultyModerate
HorizonLong-term

Where effectively governed, protected areas may reduce forest conversion, which could help sustain carbon storage, habitat and rainfall regulation that several human systems depend on.

Data gap: Effectiveness depends heavily on governance and enforcement.
Review ReviewedWWF_AMAZONRAISG

Forest restoration as a long-term resilience pathway

Forest Restoration
LeverageMedium
UrgencyMedium
ConfidenceMedium
DifficultyHigh
HorizonLong-term

Restoration can support carbon storage and habitat over time, but outcomes depend on method, scale and time, and it does not replace avoiding loss in the first place.

Data gap: Outcomes depend on method, scale and time.

Pesticide reduction as a high-urgency pollinator-protection pathway

Pesticide Reduction
LeverageHigh
UrgencyHigh
ConfidenceMedium
DifficultyModerate
HorizonShort-term

Reducing pesticide pressure can help pollinator health and the pollination that crop production relies on. Effect sizes vary by practice and context.

Data gap: Field and laboratory effect sizes differ.
Review ReviewedIPBES
Depends On1
Ecosystem Services Supporting It1

Every item above is a node in the graph. Linked items open their own intelligence view — follow the connections to explore how the system fits together.