Conservation evidence map

Twenty problems. Uneven evidence. Better questions.

The literature is grouped into practical conservation, population, health, welfare, and monitoring areas. Counts show catalogue coverage, not the size or severity of a real-world threat.

20evidence areas
3,620records in the corpus
784open-access records

Verification flags describe internal record status, not human review of a paper or validation of its topic mapping.

Broad corpus coverage235

Other infectious disease

Viral, bacterial or fungal infection, outbreaks and zoonoses (excl. GSD).

Open access
155
Records with verification flag
11
Coverage
1872–2026
Inspect this evidence
Broad corpus coverage196

Population decline, demography & census

Status, decline, survival, abundance estimation and monitoring gaps.

Open access
105
Records with verification flag
19
Coverage
1949–2026
Inspect this evidence
Broad corpus coverage153

Predation & calf survival

Predation and neonatal/juvenile mortality and recruitment.

Open access
88
Records with verification flag
11
Coverage
1898–2026
Inspect this evidence
Broad corpus coverage137

Capture, handling & translocation risk

Immobilisation, capture myopathy, handling stress, translocation and welfare.

Open access
69
Records with verification flag
7
Coverage
1960–2026
Inspect this evidence
Broad corpus coverage125

Parasites

Helminths, ticks, mites, protozoa and parasite burden.

Open access
63
Records with verification flag
5
Coverage
1872–2026
Inspect this evidence
Broad corpus coverage120

Drought, climate & water stress

Drought, climate change, heat and water stress.

Open access
62
Records with verification flag
5
Coverage
1891–2026
Inspect this evidence
Moderate corpus coverage73

Injury, wounds & lameness

Trauma, wounds, fractures, hoof problems, gait impairment and lameness.

Open access
30
Records with verification flag
4
Coverage
1961–2026
Inspect this evidence
Moderate corpus coverage61

Genetic & population isolation

Small-population genetics, diversity loss, isolation as a conservation threat.

Open access
38
Records with verification flag
1
Coverage
1908–2026
Inspect this evidence
Moderate corpus coverage52

Nutrition & body condition

Body condition, food supply, starvation, mineral/energy deficiency.

Open access
28
Records with verification flag
4
Coverage
1983–2026
Inspect this evidence
Moderate corpus coverage45

Reproductive & neonatal disorders

Dystocia, abortion, stillbirth, congenital defects, neonatal medical mortality, maternal rejection (non-predation).

Open access
24
Records with verification flag
0
Coverage
1949–2026
Inspect this evidence
Moderate corpus coverage42

Habitat loss & fragmentation

Habitat loss, land-use change, encroachment and connectivity loss.

Open access
26
Records with verification flag
0
Coverage
1985–2026
Inspect this evidence
Moderate corpus coverage41

Captive welfare & husbandry stress

Managed-care welfare: stereotypies, visitor and environment stress, husbandry-induced stress (distinct from wild social disruption).

Open access
26
Records with verification flag
1
Coverage
1996–2025
Inspect this evidence
Moderate corpus coverage40

Snaring & illegal killing

Wire snares, poaching, bushmeat, trafficking, trophy hunting.

Open access
29
Records with verification flag
6
Coverage
1999–2026
Inspect this evidence
Emerging corpus coverage31

Digestive & metabolic disorders

GI and metabolic disease: bloat, acidosis, volvulus, pancreatic disease, serous fat atrophy, peracute mortality syndrome.

Open access
20
Records with verification flag
0
Coverage
1973–2026
Inspect this evidence
Emerging corpus coverage31

Giraffe skin disease (GSD)

Giraffe skin disease, including cutaneous filariasis and related dermatoses.

Open access
22
Records with verification flag
10
Coverage
1907–2025
Inspect this evidence
Emerging corpus coverage26

Neoplasia & tumours

Tumours and neoplastic disease: fibropapillomas, PVNS, carcinomas, sarcomas.

Open access
12
Records with verification flag
0
Coverage
1984–2025
Inspect this evidence
Emerging corpus coverage19

Foot & hoof disease

Chronic foot and hoof pathology: laminitis, overgrowth, pedal osteitis, sole disease (distinct from acute injury).

Open access
4
Records with verification flag
0
Coverage
1971–2026
Inspect this evidence
Emerging corpus coverage19

Human–wildlife conflict

Conflict and competition with people and livestock.

Open access
18
Records with verification flag
0
Coverage
2008–2026
Inspect this evidence
Emerging corpus coverage15

Social disruption

Loss of sociability/association and orphaning affecting survival.

Open access
7
Records with verification flag
1
Coverage
2010–2025
Inspect this evidence
Emerging corpus coverage3

Roads, fences & infrastructure

Roadkill, electrocution, fence entanglement and infrastructure impacts.

Open access
2
Records with verification flag
0
Coverage
2020–2022
Inspect this evidence