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
1,700
AR6_WGI
1,566
32
In general, CMIP5 and CMIP6 historical simulations are similar in their performance in simulating the observed climatology of extreme temperatures
high
2
train
1,701
AR6_WGI
1,569
25
Irrigation and crop intensification have been shown to lead to a cooling in some regions, in particular in North America, Europe, and India
high
2
train
1,702
AR6_WGI
1,569
33
Crop intensification, irrigation and no-till farming have attenuated increases in summer hot extremes in some regions, such as Central North America
medium
1
train
1,703
AR6_WGI
1,571
20
Exceptions include lower confidence in the projected decrease in the intensity and frequency of cold extremes compared with the 1995–2014 baseline under 1.5°C of global warming
medium
1
train
1,704
AR6_WGI
1,572
26
In most regions, changes in the magnitude of temperature extremes are proportional to global warming levels
high
2
train
1,705
AR6_WGI
1,573
1
The highest increase of temperature of coldest days is projected in Arctic regions, at about three times the rate of global warming
high
2
train
1,706
AR6_WGI
1,573
2
The probability of temperature extremes generally increases nonlinearly with increasing global warming levels
high
2
train
1,707
AR6_WGI
1,573
28
Urbanization intensifies extreme precipitation, especially in the afternoon and early evening, over the urban area and its downwind region
medium
1
train
1,708
AR6_WGI
1,573
32
Warming-induced thermodynamic change results in an increase in extreme precipitation, at a rate that closely follows the C-C relationship at the global scale
high
2
train
1,709
AR6_WGI
1,573
34
Precipitation extremes are also affected by forcings other than changes in greenhouse gases, including changes in aerosols, land- use and land-cover change, and urbanization
medium
1
train
1,710
AR6_WGI
1,574
6
Daily mean precipitation intensities have increased since the mid-20th century in a majority of land regions
high
2
train
1,711
AR6_WGI
1,574
32
In Asia (Table 11.8), there is robust evidence that extreme precipitation has increased since the 1950s
high
2
train
1,712
AR6_WGI
1,575
7
In Australasia (Table 11.11), available evidence has not shown an increase or a decrease in heavy precipitation over Australasia as a whole
medium
1
train
1,713
AR6_WGI
1,576
7
There were increases in extreme precipitation in Tobago from 1985–2015 (Stephenson et al., 2014; Dookie et al., 2019) and decreases in south-western French Polynesia and the southern subtropics
low
0
train
1,714
AR6_WGI
1,578
16
The magnitude and frequency of extreme precipitation simulated by CMIP6 models are similar to those simulated by CMIP5 models
high
2
train
1,715
AR6_WGI
1,579
27
Human influence has contributed to the intensification of heavy precipitation in three continents where observational data are more abundant
high
2
train
1,716
AR6_WGI
1,581
10
Heavy precipitation will likely increase by the end of the century under RCP8.5 in West Africa (Diallo et al., 2016; Dosio, 2016; Sylla et al., 2016; Abiodun et al., 2017; Akinsanola and Zhou, 2019; Dosio et al., 2019) and is projected to increase
high
2
train
1,717
AR6_WGI
1,581
11
In north-east and central east Africa, extreme precipitation intensity is projected to increase across CMIP5, CMIP6 and CORDEX-CORE
high
2
train
1,718
AR6_WGI
1,581
26
Agreement in projected changes by different models is low in regions of complex topography such as Hindu-Kush Himalayas (Roy et al., 2019), but CMIP5, CMIP6 and CORDEX-CORE simulations consistently project an increase in heavy precipitation in higher latitude areas, such as West and East Siberia, and Russian Far East
high
2
train
1,719
AR6_WGI
1,581
31
Daily rainfall extremes are projected to increase at the 2.0°C global warming level
medium
1
train
1,720
AR6_WGI
1,583
1
The increase in the frequency of heavy precipitation events will be non-linear with more warming and will be higher for rarer events
high
2
train
1,721
AR6_WGI
1,583
2
Increases in the intensity of extreme precipitation events at regional scales will depend on the amount of regional warming as well as changes in atmospheric circulation and storm dynamics leading to regional differences in the rate of heavy precipitation changes
high
2
train
1,722
AR6_WGI
1,584
1
Changes in extreme precipitation may be used as a proxy to infer changes in some types of flash floods that are more directly related to extreme precipitation
high
2
train
1,723
AR6_WGI
1,584
17
In summary, the seasonality of floods has changed in cold regions where snowmelt dominates the flow regime in response to warming
high
2
train
1,724
AR6_WGI
1,586
3
In summary, global hydrological models project a larger fraction of land areas to be affected by an increase in river floods than by a decrease in river floods
medium
1
train
1,725
AR6_WGI
1,586
23
Thermodynamic processes are thus the main driver of drought changes in a warming climate
high
2
train
1,726
AR6_WGI
1,588
32
Drought events are the result of dynamic and/or thermodynamic processes, with thermodynamic processes being the main driver of drought changes under human-induced climate change
high
2
train
1,727
AR6_WGI
1,595
9
Several meteorological and agricultural and ecological drought events have been attributed to human-induced climate change, even in regions where no long-term changes are detected
medium
1
train
1,728
AR6_WGI
1,595
10
However, a lack of attribution to human-induced climate change has also been shown for some events
medium
1
train
1,729
AR6_WGI
1,595
11
In summary, human influence has contributed to increases in agricultural and ecological droughts in the dry season in some regions due to increases in evapotranspiration
medium
1
train
1,730
AR6_WGI
1,595
12
The increases in evapotranspiration have been driven by increases in atmospheric evaporative demand induced by increased temperature, decreased relative humidity and increased net radiation over affected land areas
high
2
train
1,731
AR6_WGI
1,595
15
Human- induced climate change has contributed to global-scale change in low flow, but human water management and land-use changes are also important drivers
medium
1
train
1,732
AR6_WGI
1,595
22
Projected changes show increases in drought frequency and intensity in several regions as function of global warming
high
2
train
1,733
AR6_WGI
1,595
23
There are also substantial increases in drought hazard probability from 1.5°C to 2°C global warming and for further additional increments of global warming
high
2
train
1,734
AR6_WGI
1,596
3
In Asia, most AR6 regions show low confidence in projected changes in meteorological droughts at 1.5°C and 2°C of global warming, with a few regions displaying a decrease in meteorological droughts at 4°C of global warming (RAR, ESB, RFE, ECA; medium confidence), although there is a projected increase in meteorological droughts in South East Asia at 4°C
medium
1
train
1,735
AR6_WGI
1,596
16
The overall evidence suggests an increase in meteorological drought at 4°C in the WCE region
medium
1
train
1,736
AR6_WGI
1,599
3
The assessment shows that several regions will be affected by more severe agricultural and ecological droughts even if global warming is stabilized at 2°C, including MED, WSAF, SAM and SSA (high confidence), and ESAF, MDG, EAU, SAU, SCA, CAR, NSA, NES, SWS, WCE, NCA, WNA and CNA
medium
1
train
1,737
AR6_WGI
1,599
5
NEAF, SAS are also projected to experience less agricultural and ecological drought with global warming
medium
1
train
1,738
AR6_WGI
1,599
11
In summary, more regions are affected by increases in agricultural and ecological droughts with increasing global warming
high
2
train
1,739
AR6_WGI
1,599
12
New evidence strengthens the SR1.5 conclusion that even relatively small incremental increases in global warming (+0.5°C) cause a worsening of droughts in some regions
high
2
train
1,740
AR6_WGI
1,599
14
A larger number of regions are projected to be affected by more severe agricultural and ecological droughts at 2°C of global warming, including MED, WSAF, SAM and SSA (high confidence), and ESAF, MDG, EAU, SAU, SCA, CAR, NSA, NES, SWS, WCE, NCA, WNA and CNA
medium
1
train
1,741
AR6_WGI
1,599
18
Enhanced atmospheric CO 2 concentrations lead to enhanced water-use efficiency in plants
medium
1
train
1,742
AR6_WGI
1,601
9
The SR1.5 (Chapter 3, Hoegh-Guldberg et al., 2018) essentially confirmed the AR5 assessment of TCs and ETCs, adding that heavy precipitation associated with TCs is projected to be higher at 2°C compared to 1.5°C global warming
medium
1
train
1,743
AR6_WGI
1,602
18
Global changes (blue shading) from top to bottom: (i) Increased mean and maximum rain rates in TCs, ETCs, and ARs [past ( low confidence due to lack of reliable data) and projected (high confidence)]; (ii) Increased proportion of stronger TCs [past ( medium confidence) and projected (high confidence)]; (iii) Decrease or no change in global frequency of TC genesis [past ( low confidence due to lack of reliable data) and projected (medium confidence)]; and (iv) Increased and decreased ETC wind speed, depending on the region, as storm tracks change [past ( low confidence due to lack of reliable data) and projected
medium
1
train
1,744
AR6_WGI
1,602
19
Regional changes, from left to right: (i) Poleward TC migration in the western North Pacific and subsequent changes in TC exposure [past ( medium confidence) and projected (medium confidence)]; (ii) Slowdown of TC forward translation speed over the contiguous USA and subsequent increase in TC rainfall [past ( medium confidence) and projected (low confidence due to lack of directed studies)]; and (iii) Increase in mean and maximum SCS rain rate and increase in spring SCS frequency and season length over the contiguous USA [past ( low confidence due to lack of reliable data) and projected
medium
1
train
1,745
AR6_WGI
1,604
24
However, higher-resolution models generally capture TC properties more realistically
high
2
train
1,746
AR6_WGI
1,604
27
Models with realistic atmosphere– ocean interactions are generally better than atmosphere-only models at reproducing realistic TC evolutions
high
2
train
1,747
AR6_WGI
1,610
6
Subsequent literature assessed in the Climate Science Special Report (Kossin et al., 2017) led to the assessment of the observed tornado activity over the 2000s in the USA, with a decrease in the number of days per year with tornadoes and an increase in the number of tornadoes on these days
medium
1
train
1,748
AR6_WGI
1,610
8
Climate models consistently project environmental changes that would support an increase in the frequency and intensity of severe thunderstorms that combine tornadoes, hail, and winds
high
2
train
1,749
AR6_WGI
1,611
13
There is an upward trend in the frequency and intensity of extreme precipitation events in the USA
high
2
train
1,750
AR6_WGI
1,611
37
There is medium confidence that the mean annual number of tornadoes in the USA has remained relatively constant, but their variability of occurrence has increased since the 1970s, particularly over the 2000s, with a decrease in the number of days per year, and an increase in the number of tornadoes on these days
high
2
train
1,751
AR6_WGI
1,613
12
In summary, the average and maximum rain rates associated with severe convective storms increase in a warming world in some regions, including the USA
high
2
train
1,752
AR6_WGI
1,613
14
The frequency of severe convective storms in spring is projected to increase in the USA, leading to a lengthening of the severe convective storm season
medium
1
train
1,753
AR6_WGI
1,613
15
There is significant uncertainty about projected regional changes in tornadoes, hail, and lightning due to limited analysis of simulations using convection-permitting models
high
2
train
1,754
AR6_WGI
1,614
12
Based on the consistency of these studies, it is likely that medicanes will decrease in frequency, while the strongest medicanes become stronger under warming scenario projections
medium
1
train
1,755
AR6_WGI
1,614
13
In summary, the observed intensity of extreme winds is becoming less severe in the low to mid-latitudes, while becoming more severe in high latitudes poleward of 60 degrees
low
0
train
1,756
AR6_WGI
1,614
14
Projected changes in the frequency and intensity of extreme winds are associated with projected changes in the frequency and intensity of TCs and ETCs
medium
1
train
1,757
AR6_WGI
1,615
9
The land area affected by concurrent extremes has increased
high
2
train
1,758
AR6_WGI
1,615
10
Concurrent extreme events at different locations, but possibly affecting similar sectors (e.g., breadbaskets) in different regions, will become more frequent with increasing global warming, in particular above +2°C of global warming
high
2
train
1,759
AR6_WGI
1,617
13
Both the ENSO amplitude and the frequency of high-magnitude events since 1950 is higher than over the pre-industrial period
medium
1
train
1,760
AR6_WGI
1,620
18
Both the ENSO amplitude and the frequency of high-magnitude events since 1950 is higher than over the pre-industrial period
medium
1
test
1,761
AR6_WGI
1,720
11
Some evidence
medium
1
train
1,762
AR6_WGI
1,786
10
Climate change has already altered CID profiles and resulted in shifts in the magnitude, frequency, duration, seasonality and spatial extent of associated indices
high
2
train
1,763
AR6_WGI
1,786
11
Changes in temperature-related CIDs such as mean temperatures, growing season length, extreme heat and frost have already occurred and many of these changes have been attributed to human activities
medium
1
train
1,764
AR6_WGI
1,786
12
Mean temperatures and heat extremes have emerged above natural variability in all land regions
high
2
train
1,765
AR6_WGI
1,786
13
In tropical regions, recent past temperature distributions have already shifted to a range different to that of the early 20th century
high
2
train
1,766
AR6_WGI
1,786
14
Ocean acidification and deoxygenation have already emerged over most of the global open ocean, as has reduction in Arctic sea ice
high
2
train
1,767
AR6_WGI
1,786
17
Increasing precipitation is projected to emerge before the middle of the century in the high latitudes of the Northern Hemisphere
high
2
train
1,768
AR6_WGI
1,786
18
Decreasing precipitation will emerge in a very few regions (Mediterranean, Southern Africa, south-western Australia) (medium confidence) by mid-century
medium
1
train
1,769
AR6_WGI
1,786
19
The anthropogenic forced signal in near-coast relative sea level rise will emerge by mid-century RCP8.5 in all regions with coasts, except in the West Antarctic region where emergence is projected to occur before 2100
medium
1
train
1,770
AR6_WGI
1,786
20
The signal of ocean acidification in the surface ocean is projected to emerge before 2050 in every ocean basin
high
2
train
1,771
AR6_WGI
1,786
29
Apart from a few regions with substantial land uplift, relative sea level rise is very likely to virtually certain (depending on the region) to continue in the 21st century, contributing to increased coastal flooding in most low-lying coastal areas (high confidence) and coastal erosion along most sandy coasts
high
2
train
1,772
AR6_WGI
1,786
31
Glaciers will continue to shrink and permafrost to thaw in all regions where they are present
high
2
train
1,773
AR6_WGI
1,787
3
Extreme precipitation and pluvial flooding will increase in many regions around the world
high
2
train
1,774
AR6_WGI
1,787
4
Increases in river flooding are also expected in Western and Central Europe and in polar regions (high confidence), most of Asia, Australasia, North America, the South American Monsoon region and South-Eastern South America
medium
1
train
1,775
AR6_WGI
1,787
5
Mean winds are projected to slightly decrease by 2050 over much of Europe, Asia and Western North America, and increase in many parts of South America except Patagonia, West and South Africa and the eastern Mediterranean
medium
1
train
1,776
AR6_WGI
1,787
6
Extratropical storms are expected to have a decreasing frequency but increasing intensity over the Mediterranean, increasing intensity over most of North America, and an increase in both intensity and frequency over most of Europe
medium
1
train
1,777
AR6_WGI
1,787
7
Enhanced convective conditions are expected in North America
medium
1
train
1,778
AR6_WGI
1,787
8
Tropical cyclones are expected to increase in intensity despite a decrease in frequency in most tropical regions
medium
1
train
1,779
AR6_WGI
1,787
11
Dangerous humid heat thresholds, such as the US National Oceanic and Atmospheric Administration Heat Index (NOAA HI) of 41°C, will be exceeded much more frequently under the SSP5-8.5 scenario than under SSP1-2.6 and will affect many more regions
high
2
train
1,780
AR6_WGI
1,787
12
In many tropical regions, the number of days per year where an HI of 41°C is exceeded will increase by more than 100 days relative to the recent past under SSP5-8.5, while this increase will be limited to less than 50 days under SSP1-2.6
high
2
train
1,781
AR6_WGI
1,787
16
The frequency of the present-day 1-in- 100 year extreme sea level event (represented here by extreme total water level) is also projected to increase substantially in most regions
high
2
train
1,782
AR6_WGI
1,787
22
These include both mean and extreme heat, cold, wet and dry hazards; cryospheric hazards (snow cover, ice extent, permafrost); and oceanic hazards (marine heatwaves)
high
2
train
1,783
AR6_WGI
1,787
23
For some of these, a quantitative relation can be drawn
high
2
train
1,784
AR6_WGI
1,787
25
For other hazards (e.g., ice-sheet behaviour, glacier mass loss, global mean sea level rise, coastal floods and coastal erosion) the time and/or scenario dimensions remain critical and a simple relation with GWLs cannot be drawn (high confidence), but still quantitative estimates assuming specific time frames and/ or stabilized GWLs can be derived
medium
1
train
1,785
AR6_WGI
1,787
26
Model uncertainty challenges the link between specific GWLs and tipping points and irreversible behaviour, but their occurrence cannot be excluded and their chances increase with warming levels
medium
1
train
1,786
AR6_WGI
1,806
20
Section 6.5 notes that climate change will have a small burden on particulate matter (PM) pollution (medium confidence) while the main controlling factor in determining future concentrations will be future emissions policy for PM and their precursors
high
2
train
1,787
AR6_WGI
1,807
5
Over Asia, the CMIP5 multi-model mean response shows that solar radiation will decrease in South Asia and increase in East Asia
medium
1
train
1,788
AR6_WGI
1,807
6
Projected solar resources show an increasing trend throughout the 21st century in East Asia under RCP2.6 and RCP8.5 scenarios in CMIP5 simulations
medium
1
train
1,789
AR6_WGI
1,807
8
More sunshine is projected over Australia in winter and spring by the end of the century
medium
1
train
1,790
AR6_WGI
1,807
9
In Central and South America, there is medium confidence of increasing solar radiation over the Amazon basin and the northern part of South America
medium
1
train
1,791
AR6_WGI
1,807
13
Increasing radiation trends are also found over southern and eastern USA, and decreasing trends over North-Western North America (Wild et al., 2015; Losada Carreño et al., 2020), despite large differences between responses from regional climate models (RCMs) and general circulation models (GCMs) over southern and eastern USA
low
0
train
1,792
AR6_WGI
1,807
20
Mean annual temperatures have increased at a high rate since the mid-20th century, reaching 0.2°C–0.5°C per decade in some regions such as north, north- eastern, west and south-western Africa
high
2
train
1,793
AR6_WGI
1,807
23
A very likely warming with ranges between 0.5°C and 2.5°C is projected by the mid-century for all scenarios depending on the region
high
2
train
1,794
AR6_WGI
1,807
25
Extreme heat: Warm extremes have increased in most of the regions (high confidence), NEAF, SEAF and MDG
medium
1
train
1,795
AR6_WGI
1,807
27
A substantial increase in heatwave magnitude and frequency over most of the Africa domain is projected for even 2°C global warming
high
2
train
1,796
AR6_WGI
1,809
11
Heating degree days will have a substantial decrease by the end of the century for up to about one month under RCP8.5 in North and Southern Africa
high
2
train
1,797
AR6_WGI
1,809
13
Heatwaves and deadly heat stress and the frequency of exceedance of hot temperature thresholds (e.g., 35°C) will drastically increase by the end of the century
high
2
train
1,798
AR6_WGI
1,809
17
The Western Africa region features a gradient in which precipitation decreases in the west and increases in the east and increase is also projected over Eastern Africa
medium
1
train
1,799
AR6_WGI
1,809
19
A change in monsoon seasonality is also reported in Western Africa and Sahel
low
0
train