statement_idx
int64
0
8.09k
report
stringclasses
3 values
page_num
int64
18
2.84k
sent_num
int64
0
78
statement
stringlengths
13
4.29k
confidence
stringclasses
4 values
score
int64
0
3
split
stringclasses
2 values
6,200
AR6_WGII
2,143
26
All measures of biodiversity were found to be negatively impacted by projected climate change, namely, species abundance, diversity, area, physiology and fisheries catch potential
medium
1
train
6,201
AR6_WGII
2,143
27
However, introduced species’ responses were neutral to positive
medium
1
train
6,202
AR6_WGII
2,143
29
Land plants, insects, birds, reptiles and mammals were all projected to be negatively affected (medium confidence), as well as fish, coral reef, benthic, planktonic and other marine species
medium
1
train
6,203
AR6_WGII
2,143
30
Of the 6116 projections for more than 2,700 species assessed in biodiversity hotspots, ~44% were found to be at high extinction risk, and ~24% at very high extinction risk due to climate change (Manes et al., 2021)
medium
1
train
6,204
AR6_WGII
2,144
0
CCP1 2133Biodiversity Hotspots Cross-Chapter Paper 1 and ocean
medium
1
train
6,205
AR6_WGII
2,144
5
This and previous assessments indicate that, while climate change varies spatially and taxa may respond differently, a loss of biodiversity is projected across all terrestrial hotspots
high
2
train
6,206
AR6_WGII
2,145
3
CCP1.2.1.3 Compounding and Cascading Effects All biodiversity hotspots are already impacted, to differing degrees, by human activities
high
2
train
6,207
AR6_WGII
2,145
5
Thus, climate change impacts on biodiversity hotspots are compounded by other anthropogenic impacts, increasing the vulnerability and reducing the resilience of biodiversity to climate change
very high
3
train
6,208
AR6_WGII
2,146
8
Moreover, the present rates of species loss due to human activities are 130 times greater than those projected under future climate change
medium
1
train
6,209
AR6_WGII
2,146
9
Marine systems are also vulnerable to cumulative human impacts, which can be direct (e.g., pollution, overfishing) and indirect (altered food webs)
very high
3
train
6,210
AR6_WGII
2,147
1
Although there is a strong overlap of non-climatic and climatic impacts in marine ecosystems (Blowes et al., 2019; Bowler et al., 2020), the effects suggest that climate change impacts are most severe in tropical and northern high-latitude seas
high
2
train
6,211
AR6_WGII
2,147
2
Temperature-driven range shifts and range expansions are projected to also lead to cascading effects on marine biodiversity through ecological interactions
high
2
test
6,212
AR6_WGII
2,147
14
In Central and South America, observed impacts within Mesoamerica (H15, 16) and the Tropical Andes hotspots (H26, 27, 28, 32, 33) comprise upward altitudinal range shifts of birds, frogs, beetles and butterflies (Narins and Meenderink, 2014; Molina-Martínez et al., 2016; Moret et al., 2016; Freeman et al., 2018)
medium
1
train
6,213
AR6_WGII
2,147
15
A shift of the Guianan-Amazon mangroves (H37) to higher grounds inland was attributed to the effects of observed sea level rise
low
0
train
6,214
AR6_WGII
2,147
16
Range shifts in birds have been observed at higher elevations
medium
1
train
6,215
AR6_WGII
2,147
20
Warming and drying trends have historically been shown to reduce the range of the Ethiopian wolf (Canis simensis), and they interact with land use pressures in the Ethiopian hotspot (H68) (Sintayehu, 2018) and plant species richness in the Cape Fynbos (H65) of southern Africa to reduce post-wildfire recruitment
low
0
train
6,216
AR6_WGII
2,147
21
Observed impacts in Asia were mostly restricted to the Himalaya (H95, 98, 99), Sundaland (H109, 110, 111, 112, 117, 118) and Indo- Burma (H105, 106, 107, 114, 115) hotspots, showing negative impacts through increased invasion by exotic plants, decreased suitable area for endemic species and significant changes in phenology
medium
1
train
6,217
AR6_WGII
2,147
24
In Australia, climate change has been implicated in: drought-induced canopy dieback across a range of forest and woodland types due to decades of declining rainfall in the southwestern hotspot (H133); fires in the palaeo-endemic pencil pine forests (Tasmania H142); declines in vertebrates in the Australian Wet Tropics World Heritage Area, which overlaps with the eastern part of the northern Australia hotspot (H131), related to warming and increased length of the dry season; and declines in grass and increases in shrubs in the Bogong High Plains
high
2
train
6,218
AR6_WGII
2,147
25
The Australian Alps have seen increased species diversity following retreat of the snow line (Slatyer, 2010), replacement of long-lived trees by short-lived shrubs following multiple wildfires (Zylstra, 2018), and changing ecological interactions due to climate-related snow loss, drought and fires
high
2
train
6,219
AR6_WGII
2,148
1
One positive observation was the high resilience to recovery of intact forest ecosystems to tropical cyclones within Caribbean (H20) and Pacific islands
medium
1
train
6,220
AR6_WGII
2,148
9
About 85% of projections for assessed species showed a negative impact of climate change
high
2
train
6,221
AR6_WGII
2,148
10
Projected impacts include contraction or loss of species’ geographic range, loss of diversity and high species turnover
high
2
train
6,222
AR6_WGII
2,148
15
Climate change may also benefit invasive plant species in terms of range expansion (Wang et al., 2017) and physiology (de Faria et al., 2018) in the region.In European biodiversity hotspots, about 75% of projections for assessed species showed a negative impact of climate change, with ~30% at very high risk of extinction
medium
1
train
6,223
AR6_WGII
2,148
17
Increased wildfire size and frequency is projected to have a strong effect on the Mediterranean basin (H216) ecosystems
medium
1
train
6,224
AR6_WGII
2,148
18
Range reductions have been projected for endemic plants (Pérez-García et al., 2013; Casazza et al., 2014), reptiles (Ahmadi et al., 2019), birds (Abolafya et al., 2013) and insects (Sánchez-Guillén et al., 2013)
medium
1
train
6,225
AR6_WGII
2,148
19
In African biodiversity hotspots, about 80% of projections for assessed species showed a negative impact of climate change, with ~10% at very high risk of extinction, especially of endemic species including birds, plants, bees across several taxa and hotspots if warming exceeds 2°C
high
2
train
6,226
AR6_WGII
2,148
21
About ~70% of projections for assessed species showed a negative impact of climate change, with ~30% at very high risk of extinction
medium
1
train
6,227
AR6_WGII
2,148
22
Impacts include species’ range changes, habitat loss for endemic plants, expansion of invasive species, decreased connectivity and overall species richness decline
high
2
train
6,228
AR6_WGII
2,148
24
The few positive impacts of climate change were projected as increases in suitable habitat and distribution range for a few endangered plants and mammals
medium
1
train
6,229
AR6_WGII
2,148
26
All projections for assessed species in Australia and New Zealand terrestrial biodiversity hotspots showed a negative impact of climate change, with half at very high risk of extinction
low
0
train
6,230
AR6_WGII
2,149
0
While forest growth is projected to potentially increase due to carbon dioxide fertilization, this may be compromised by drought
low
0
test
6,231
AR6_WGII
2,149
1
Seed production in native New Zealand beech forests is projected to increase due to climate warming, fuelling the abundance of invasive rats and stoats, which then predate native species and lead to loss of endemic fauna and flora
medium
1
train
6,232
AR6_WGII
2,149
3
About 80% of projections for assessed terrestrial species within insular biodiversity hotspots showed a negative impact of climate change, with ~50% at very high risk of extinction, including 100% of endemic species
medium
1
train
6,233
AR6_WGII
2,149
4
In addition to habitat loss and species range reductions, changes in precipitation are projected to be a major driver impacting tropical and subtropical island species
medium
1
train
6,234
AR6_WGII
2,149
5
Compared to continents, island species are projected to undergo greater impacts from changing climate, especially birds and amphibians
high
2
train
6,235
AR6_WGII
2,149
6
Of all biodiversity hotspots, island species face the highest proportion of extirpation risk at high elevations due to decreasing habitat area (e.g., Brown et al., 2015) and at low elevations from sea level rise, habitat loss and introduced species
medium
1
train
6,236
AR6_WGII
2,154
0
CCP1 2143Biodiversity Hotspots Cross-Chapter Paper 1 CCP1.2.3.1 Observed Impacts An analysis of trends in 190 river basins in Australia found that stream- flows have been declining, including in the Central Australian (H194) and Kimberley (H191) hotspots, due to greater terrestrial plant uptake of water in response to climate-related increases in carbon dioxide
low
0
train
6,237
AR6_WGII
2,154
3
CCP1.2.3.2 Projected Impacts Cold-water species are projected to lose habitat in Canada and this may apply in the Alaskan river (H143) and Russian Far East Lake Inle (H181) hotspots
medium
1
train
6,238
AR6_WGII
2,154
5
In South America, in the Brazilian Amazon hotspot (H153, 154, 157), half the assessed fish species were considered sensitive to increased temperatures and reduced oxygen due to climate change
low
0
train
6,239
AR6_WGII
2,154
8
In Europe, including the Mediterranean freshwater hotspots, climate change is projected to result in reduced river flow, low oxygen in summer, salinity incursions, further eutrophication and spread of invasive species, compromising the survival of native biodiversity
medium
1
train
6,240
AR6_WGII
2,154
9
The longer growth season in the boreal and Arctic latitudes is projected to aid the invasion of exotic species, and increase lake stratification resulting in lower oxygen below the hypolimnion
medium
1
train
6,241
AR6_WGII
2,154
11
An analysis of 1648 species of freshwater fish, amphibians, turtles, plants, molluscs, crayfish and dragonflies, projected ~6% of common and ~77% of rare species to lose 90% of their geographic range
low
0
train
6,242
AR6_WGII
2,154
17
Thus, the areas where freshwater biodiversity is most threatened by climate change in Europe are in two of the three hotspots (high confidence).The African Rift Valley Lakes (H171), including Lakes Tanganyika and Turkana, are suffering from climate change influenced drought, po- tentially impacting freshwater biodiversity
medium
1
train
6,243
AR6_WGII
2,154
18
Africa and Madagascar (H172) are projected to see a climate-driven 10% reduction in freshwater flow that is projected to threaten the survival of ~9% of freshwater-dependent fish and birds
low
0
train
6,244
AR6_WGII
2,154
19
Climate change is projected to increase the extinction vulnerability of most freshwater fish in the western South Africa Cape hotspot (H170)
low
0
train
6,245
AR6_WGII
2,154
20
In Asia, although climate change impacts on the Yangtze (H183) and Mekong river (H186) biodiversity hotspots have not been reported, they are subject to the range of human impacts of over-exploitation, pollution, water abstraction, altered flow regimes, habitat loss and spread of invasive species, which makes them more vulnerable to climate effects
medium
1
train
6,246
AR6_WGII
2,154
21
The release of water from shrinking glaciers in Asia to some extent protects downstream freshwaters against drought, but half of these glaciers are projected to disappear by 2100
medium
1
train
6,247
AR6_WGII
2,154
22
In Australia, the Murray-Darling river basin occupies much of the Eastern Rivers hotspot (H195) and climate-related drought exacerbated by water abstraction is projected to drive declines in freshwater birds, fish and invertebrates
high
2
train
6,248
AR6_WGII
2,154
23
A national scale analysis projected climate change to cause freshwater species range shifts, but no losses of species in this hotspot
low
0
test
6,249
AR6_WGII
2,154
28
Marine heatwaves have increased over the past century, causing mass mortalities in the hotspots of the Mediterranean (H216), Great Barrier Reef (H236), western and southern Australia (H227, 228), northwest Atlantic (H207) and northeast Pacific (H197)
high
2
test
6,250
AR6_WGII
2,154
29
The shift of thousands of species from equatorial latitudes since the 1950s has been attributed to climate warming
medium
1
train
6,251
AR6_WGII
2,154
30
Climate change-related hazards, particularly marine heat events, have caused widespread coral bleaching and mass mortalities as the time between consecutive bleaching events decreases
high
2
train
6,252
AR6_WGII
2,154
31
Coral reefs in some Indian Ocean hotspots (H230, 234) already exhibit net loss of coral reefs
low
0
test
6,253
AR6_WGII
2,156
0
CCP1 2145Biodiversity Hotspots Cross-Chapter Paper 1 visible symptom of heat stress, warming has also induced restructuring of associated fish and invertebrate communities in the Great Barrier Reef (H236)
medium
1
train
6,254
AR6_WGII
2,156
1
Although the number of coral species that are both exposed and vulnerable to climate hazards is greatest in the central Indo-Pacific, the proportion of corals at risk is greater in the lower diversity Caribbean hotspots (H209)
medium
1
train
6,255
AR6_WGII
2,156
2
Some reef corals are able to acclimate to heatwaves (low confidence) (DeCarlo et al., 2019), and some have expanded their latitudinal ranges polewards
high
2
train
6,256
AR6_WGII
2,156
4
The Mediterranean Sea hotspot (H216) is negatively affected by climate change
high
2
train
6,257
AR6_WGII
2,156
5
Species entering via the Suez Canal from the Red Sea (H220) are facilitated by warming and lead to profound community changes
high
2
train
6,258
AR6_WGII
2,156
7
Kelp forests are in decline in mid-latitudes due to warming and associated increased herbivory
medium
1
train
6,259
AR6_WGII
2,156
10
Australia’s Great Barrier Reef (H236), kelp forests, seagrass meadows and mangroves (due to drought), have suffered mortalities due to climate change
medium
1
train
6,260
AR6_WGII
2,156
12
However, while climate change is having measurable effects on kelp, the dominant effects on kelp projected to 2025 are fishing, through its effects on herbivores and predators
medium
1
train
6,261
AR6_WGII
2,156
22
The distribution of krill has already contracted with ocean warming in the Southern Ocean
medium
1
train
6,262
AR6_WGII
2,156
24
Paleo evidence supports projections of tropical biodiversity loss under high global warming
high
2
train
6,263
AR6_WGII
2,156
25
Warm-water coral reefs are expected to decline with 1.5°C warming (very high confidence) (King et al., 2017; Bindoff et al., 2019) leading to systems with reduced biodiversity and structural complexity
high
2
train
6,264
AR6_WGII
2,156
27
While some corals are expected to survive in deep ‘mesophotic’ reefs (Laverick and Rogers, 2019), the shallow coral reefs of today will not last the century if climate warming continues without mitigation
high
2
train
6,265
AR6_WGII
2,159
3
Around Antarctica (H213), almost half of all species are endemic (Costello et al., 2010), and warming during this century is projected to cause a reduction in suitable thermal environment for 79% of its species (RCP8.5)
low
0
train
6,266
AR6_WGII
2,159
5
Species richness in the northern polar hotspots is expected to increase substantially
high
2
train
6,267
AR6_WGII
2,159
9
Where land barriers and other geographical limits to range shifts occur, limited dispersal and habitat fragmentation may also limit the capacity of some species to track climate velocities, such as in the Baltic Sea (H215) (Jonsson et al., 2018), Mediterranean Sea (H216) (Burrows et al., 2014; Arafeh- Dalmau et al., 2021) and Antarctica (H213)
medium
1
train
6,268
AR6_WGII
2,160
3
Many of these hotspots are now faced with widespread fragmentation and habitat degradation
high
2
train
6,269
AR6_WGII
2,160
7
Although mitigation can sharply reduce extinction risk associated with climate change
high
2
train
6,270
AR6_WGII
2,160
8
Thus, in addition to mitigation, the literature consistently calls for reducing current non-climate impacts (e.g., habitat conversion, over-exploitation, hunting, fishing, wildfire, pollution, human-introduced invasive species) in order to increase biodiversity resilience to climate change
very high
3
train
6,271
AR6_WGII
2,160
9
The main strategies to increase resilience rely on the combination of well-planned protected areas, restoration of degraded areas and the sustainable use of biodiversity
high
2
train
6,272
AR6_WGII
2,160
10
On land, creating corridors for species is key for facilitating species movements
high
2
train
6,273
AR6_WGII
2,160
14
Healthier marine ecosystems are more resilient to additional stressors, such as storms and climate change
high
2
train
6,274
AR6_WGII
2,160
15
Extinction risk is lower when populations are larger and more genetically diverse, individuals are larger and older, and seabed habitats (e.g., coral, kelp, seagrass) are flourishing, as occurs in marine reserves
high
2
train
6,275
AR6_WGII
2,160
17
Thus, a network of reserves representative of global biodiversity, helps attenuate the effects of climate change
medium
1
train
6,276
AR6_WGII
2,160
18
However, the impacts of marine heatwaves on corals across marine reserves illustrates that enhanced resilience is not enough to protect against extreme and future climate change conditions
high
2
train
6,277
AR6_WGII
2,160
22
If coastal management permits the expansion of mangroves inland with rising sea level, this will increase carbon sequestration because mangroves capture and preserve more carbon in their sediments than other terrestrial and marine forests and biomes
high
2
train
6,278
AR6_WGII
2,160
24
Thus, the protection of existing natural habitats coupled with the restoration of the surrounding non-protected habitat can increase the effectiveness of adaptation strategies in terrestrial and freshwater hotspots
very high
3
train
6,279
AR6_WGII
2,161
7
Islands have disproportionately higher rates of endemism and threat when compared to continents, with 80% of historical extinctions (since 1500 CE) having occurred on islands
high
2
train
6,280
AR6_WGII
2,161
8
Current climate change projections suggest that insular species are particularly sensitive and, even at mild warming levels, substantial losses are expected
high
2
train
6,281
AR6_WGII
2,161
9
Given islands’ characteristic high endemicity, current high threat levels and the fact that islands host almost half of all species currently considered to be at risk of extinction, especially at higher warming levels
high
2
train
6,282
AR6_WGII
2,161
13
Unlike continental environments, insular species often have limited opportunities for autonomous adaptation from not having enough geographic space to shift their ranges to track suitable climatic conditions
high
2
train
6,283
AR6_WGII
2,161
16
Intact island forests, for example, have shown rapid recovery rates after tropical cyclones, despite high levels of initial damage, especially in the Caribbean
medium
1
train
6,284
AR6_WGII
2,161
19
However, this climate resilience will not be sustained under climate change, especially when coupled with habitat degradation
high
2
train
6,285
AR6_WGII
2,161
24
Widespread unavailability of such data constrains accurate simulations of climatic variation within the small-scale mountainous and coastal regions of islands, associated with climate refugia and high habitat heterogeneity
high
2
train
6,286
AR6_WGII
2,161
25
This is a key element contributing to the continued delay in development of robust adaptation strategies towards not only biodiversity conservation but other important cross-sectoral issues
medium
1
train
6,287
AR6_WGII
2,162
0
CCP1 2151Biodiversity Hotspots Cross-Chapter Paper 1 Due to islands’ limited size and isolation, conventional conservation measures focused on expanding protected areas, dispersal corridors and buffer zones are of limited effectiveness on islands
high
2
train
6,288
AR6_WGII
2,162
5
These lend to private–public partnerships, increasing the potential of solutions reaching beyond protected areas boundaries and affecting socio-political change
high
2
train
6,289
AR6_WGII
2,176
1
Much of the world’s population, economic activities and critical infrastructure are concentrated near the sea (high confidence), with nearly 11% of the global population, or 896 million people, already living on low-lying coasts directly exposed to interacting climatic and non-climatic coastal hazards
very high
3
train
6,290
AR6_WGII
2,176
2
Low-lying cities and settlements (C&S) by the sea are experiencing adverse climate impacts that are superimposed on extensive and accelerating anthropogenic coastal change
very high
3
train
6,291
AR6_WGII
2,176
3
Depending on coastal C&S characteristics, continuing existing patterns of coastal development will worsen exposure and vulnerability
high
2
train
6,292
AR6_WGII
2,176
4
With accelerating sea level rise (SLR) and worsening climate-driven risks in a warming world, prospects for achieving the Sustainable Development Goals (SDGs) and charting climate resilient development (CRD) pathways are dismal
high
2
train
6,293
AR6_WGII
2,176
5
However, coastal C&S are also the source of SDG and CRD solutions, because they are centres of innovation with long histories of place-based livelihoods, many of which are globally connected through maritime trade and exchange
medium
1
train
6,294
AR6_WGII
2,176
6
Regardless of climate and socioeconomic scenarios, many C&S face severe disruption to coastal ecosystems and livelihoods by 2050—extending to all C&S by 2100 and beyond—caused by compound and cascading risks, including submergence of some low-lying island states
very high
3
train
6,295
AR6_WGII
2,176
9
These risks are acute for C&S on subsiding and/or low-lying small islands, the Arctic, and open, estuarine and deltaic coasts
high
2
train
6,296
AR6_WGII
2,176
10
By 2050, more than a billion people located in low-lying C&S will be at risk from coast-specific climate hazards, influenced by coastal geomorphology, geographical location and adaptation action
high
2
train
6,297
AR6_WGII
2,176
11
Between USD 7 and 14 trillion of coastal infrastructure assets will be exposed by 2100, depending on warming levels and socioeconomic development trajectories
medium
1
train
6,298
AR6_WGII
2,176
16
The coastal flood risk will rapidly increase during coming decades, possibly by 2–3 orders of magnitude by 2100 in the absence of effective adaptation and mitigation, with severe impacts on coast-dependent livelihoods and socioecological systems
high
2
train
6,299
AR6_WGII
2,176
19
Severely accelerated SLR resulting from rapid continental ice mass loss would bring impacts forward by decades, and adaptation would need to occur much faster and on a much greater scale than ever performed in the past
medium
1
train