Van Haren et al (2012) also nicely illustrate the dependence of regional skill on lateral boundary conditions: simulations of (historic)
precipitation trends for Europe failed to match the observed trends when lateral boundary conditions were provided from an ensemble of CMIP3 global climate model simulations, while a much better correspondence with observations was obtained when reanalyses were used as boundary condition.
Global climate projections from the Intergovernmental Panel on Climate Change, showing temperature and
precipitation trends for two different future scenarios, as described in the Climate chapter of this assessment (IPCC 2014a).
Not exact matches
Extreme rainfall events are
trending upward, and nine of the top 10 years
for extreme one - day
precipitation events have happened since 1990.
And lastly, although the models get the
precipitation trends spot - on, they «significantly underestimate the magnitude of change [in rainfall],» Hegerl admits, explaining that better modeling is near the top of the agenda
for the researchers.
... A remarkable
trend to decrease of
precipitation is also observed
for the central region of Chile, and the Argentinean Region of Cuyo, Province of Neuquén and the western part of Río Negro and Chubut.
If we can identify what the dominant controls on those thresholds are climatically, we may be able to assess whether
trends in temperature are more relevant than those
for precipitation.»
Increases have also been reported
for rarer
precipitation events (1 in 50 year return period), but only a few regions have sufficient data to assess such
trends reliably.
Seasonal decreases in land
precipitation since the 1950s are the main cause
for some of the drying
trends, although large surface warming during the last two to three decades has also likely contributed to the drying.
Given these
trends and projections
for temperature and
precipitation,
for the remainder of this chapter we consider the impacts of continued warming to Montana forests.
Future
precipitation trends in both areas aren't as clear, though there are indications that rain will come in more intense, episodic bursts, leaving more time between them
for trees to experience drought stress.
Although all downscaled temperature
trends project a future warming, scenarios
for precipitation are more ambiguous.
Even the admirable Revkin doesn't get it quite right: On horizontal surfaces, observations and modeling show a role
for melting in both the baseline ablation and the sensitivity of ablation to
precipitation and temperature; melting is the dominant ablation mechanism on vertical ice cliffs; and though Kaser et al find «no evidence» about rising temperatures, it is only because the in situ studies don't cover a long enough period to detect
trends.
For example, nearly all recent model intercomparisons show that AOGCMs poorly reproduce precipitation in 30 ° S - 30 ° N, they still diverge for cloud cover evolution at different levels of the vertical column, and I don't clearly understand for my part how we can speculate on long term trends of tropospheric T without a good understanding of these convection - condensation - precipitation proce
For example, nearly all recent model intercomparisons show that AOGCMs poorly reproduce
precipitation in 30 ° S - 30 ° N, they still diverge
for cloud cover evolution at different levels of the vertical column, and I don't clearly understand for my part how we can speculate on long term trends of tropospheric T without a good understanding of these convection - condensation - precipitation proce
for cloud cover evolution at different levels of the vertical column, and I don't clearly understand
for my part how we can speculate on long term trends of tropospheric T without a good understanding of these convection - condensation - precipitation proce
for my part how we can speculate on long term
trends of tropospheric T without a good understanding of these convection - condensation -
precipitation process.
Although there is still some disagreement in the preliminary results (eg the description of polar ice caps), a lot of things appear to be quite robust as the climate models
for instance indicate consistent patterns of surface warming and rainfall
trends: the models tend to agree on a stronger warming in the Arctic and stronger
precipitation changes in the Topics (see crude examples
for the SRES A1b scenarios given in Figures 1 & 2; Note, the degrees of freedom varies with latitude, so that the uncertainty of these estimates are greater near the poles).
Second Assessment of Climate Change
for the Baltic Sea Basin https://books.google.com/books?isbn=3319160060 The BACC II Author Team averaged frequency of extreme 1 - day
precipitation totals above 15 mm and a... 4.6 Cloudiness and Solar Radiation 4.6.1 Cloudiness Records of cloudiness and solar... There is a
trend of decreasing cloud cover over the Baltic Sea basin......
There have also been some reports on
trends of more extreme
precipitation, although The International Ad Hoc Detection and Attribution Group (IDAG, 2005) did not manage to attribute
trends in
precipitation to anthropogenic greenhouse gases (G)-- a quote from their review article is: «
For diurnal temperature range (DTR) and
precipitation, detection is not achieved», here «detection» implying the signal of G.
We do know that there are
trends in temperature extremes and
precipitation extremes (which are backed solidly by physics in a warming climate), but
for the other metrics we don't really see
trends at all.
For example the increasing
trend in the coherent NHSM decadal
precipitation shown in the paper (Figure S3B: the spatial pattern and associated principal component time series of the EOF) in fact suggest a weakening over recent decades in much of India and East Asia.
This apparent inconsistency says little about the overall
trend in the heaviest
precipitation events, but a lot about the weaknesses of single - point measurements
for detecting
trends in extreme
precipitation.
As a consequence, even in regions or states where there is a strong increasing
trend in heavy
precipitation, the
trend at an individual
precipitation gauge that represents the official total
for a city may be equivocal, flat, or even down.
Increases have also been reported
for rarer
precipitation events (1 in 50 year return period), but only a few regions have sufficient data to assess such
trends reliably (see Figure TS.10).
This criterion may not be satisfied if observations are available only over a short time period (as is the case
for the vertical structure of clouds), or if the predictor is defined through low - frequency variability (
trends, decadal variability), or if there is a lack of consistency among available datasets (as in the case
for global - mean
precipitation and surface fluxes).
Precipitation is highly variable spatially and temporally, and robust long - term
trends have not been established
for other large regions.
For the entire Northern Hemisphere, there is evidence of an increase in both storm frequency and intensity during the cold season since 1950,1 with storm tracks having shifted slightly towards the poles.2, 3 Extremely heavy snowstorms increased in number during the last century in northern and eastern parts of the United States, but have been less frequent since 2000.11,15 Total seasonal snowfall has generally decreased in southern and some western areas, 16 increased in the northern Great Plains and Great Lakes region, 16,17 and not changed in other areas, such as the Sierra Nevada, although snow is melting earlier in the year and more
precipitation is falling as rain versus snow.18 Very snowy winters have generally been decreasing in frequency in most regions over the last 10 to 20 years, although the Northeast has been seeing a normal number of such winters.19 Heavier - than - normal snowfalls recently observed in the Midwest and Northeast U.S. in some years, with little snow in other years, are consistent with indications of increased blocking (a large scale pressure pattern with little or no movement) of the wintertime circulation of the Northern Hemisphere.5 However, conclusions about
trends in blocking have been found to depend on the method of analysis, 6 so the assessment and attribution of
trends in blocking remains an active research area.
More accurate and reliable
precipitation data would be invaluable, not only
for the study of climate
trends and variability, but also as inputs to hydrological and ecological models and
for model validation, characterization of extreme events, and flood and drought forecasting.
An examination of hydro - climatic
trends in the Salt - Verde watersheds revealed that temperatures are non-stationary, increasing significantly in recent decades, but the same is not true
for winter
precipitation or resulting stream flows [55].
For regional climate predictability, the added value of RCMs should come from better resolving the relationship between mean (temperature)
trends and key indicators that are supposedly better represented in the high resolution projections utilizing additional local information, such as temperature or
precipitation extremes.
These mismatches are responsible
for a large part of the misrepresentation of
precipitation trends in climate models.
While seemingly incongruous, scientists are predicting both more droughts and flooding
for the southeastern United States, noting that the region has already experienced changes in the frequency, distribution, and intensity of
precipitation, a
trend that is expected to continue.
Seasonal decreases in land
precipitation since the 1950s are the main cause
for some of the drying
trends, although large surface warming during the last two to three decades has also likely contributed to the drying.
And current climate change
trends could easily increase the chance of bad flooding — there's more water vapor in the atmosphere now (ready to condense into storm clouds and
precipitation),
for example, than there was 70 years ago.
Hoerling: «We can also say with high confidence that no appreciable
trend toward either wetter or drier conditions has been observed
for statewide average
precipitation since 1895» — «At present, the scientific evidence does not support an argument that the drought there is appreciably linked to human - induced climate change... In short, the drought gripping California has been observed before.
Future 30 - year
trends (2016 — 2045) in winter (a, b) SAT (°C per 30 years; color shading) and (c, d)
precipitation (mm day − 1 per 30 years; color shading) from simulations 13 and 25 of the CESM1 Large Ensemble, chosen
for their contrasting SLP
trends (contours; interval = 1 hPa per 30 years with negative values dashed)
Note that the sign of
precipitation trends in areas most directly impacted by the NAO such as southern Europe and the west coasts of Norway, the U.K. and Iceland, remains uncertain even
for the next 50 years (Fig. 10d) consistent with the results shown in Figs.
For instance: in support of «temperatures and causality» he cites a paper by Zhang et al on «Detection of human influence on twentieth century
precipitation trends».
a Ensemble - mean of scaled - interannual regressions of winter SLP (contours) and SAT (color shading) anomalies upon the normalized leading PC of winter SLP anomalies during 1920 — 2012; b SLP and SAT
trend regressions upon the normalized leading PC of winter SLP 30 - year
trends based on 2016 — 2045; c as in (a) but
for precipitation in place of SAT; d as in (b) but
for precipitation in place of SAT.
Note that
for precipitation, a small chance of a positive
trend (moistening) is equivalent to a high chance of a negative
trend (drying).
Some excerpts copied
for your info: Because of a dearth (line 42) of quality
precipitation data, it is very difficult to assess whether
precipitation trends over the past few decades in the Arctic drainage areas also show an increase (ACIA, 2005).
Presents the
trends in daily and extreme temperature and
precipitation indices in the Caribbean region
for records spanning the 1961 — 2010 and 1986 — 2010 intervals
Puma and his coauthor, Benjamin Cook, a climatologist at Goddard and Columbia's Lamont - Doherty Earth Observatory, are the first to look at the historic effects of mass watering on climate globally by analyzing temperature,
precipitation and irrigation
trends in a series of model simulations
for the last century.
Finally, unlike
precipitation,
for which long and reliable historical records exist in some parts of the world, records
for other aspects of weather are too short to detect
trends or contain observational biases that render
trends meaningless.
It follows that more global
precipitation is a sign of cooling whereas less global
precipitation is a sign of warming but
for the purposes of this article I am looking
for a more consistent weather indicator of global temperature
trend.
«Our analysis is the first to bridge these gaps
for a large range of impacts, by assessing the role of human - related emissions in each impact individually, including impacts related to
trends in
precipitation and sea ice.»
However, the researchers could not find the same kind of link
for trends in
precipitation.
b
Trends surface temperature from the GOGA CAM3 simulations (background colorscale; air temperature over sea ice and SST elsewhere) along with the Z850
trend produced by the model simulations (black contours; negative dashed and positive solid; interval of 3 m / decade) and the simulated convective
precipitation trends (positive green contours, negative red contours, contoured at − 0.7, − 0.3, − 0.1, 0.1, 0.3, and 0.7 mm / day / decade, shown only
for 45 ° S — 45 ° N. (c) As in (b) but
for the TOGA CAM3 simulations.
The same should be true
for climate change we should evaluate the changes in temperature (not anomalies) over time at the same stations and present the data as a spaghetti graph showing any differing
trends and not assume that regional or climates in gridded areas are the same — which they are not as is obvious from the climate zones that exist or microclimates due to changes in
precipitation, land use etc..
As
for the 2006 study, it goes on to say: «The main exception is the Southwest and parts of the interior of the West, where, notwithstanding increased
precipitation (and in some cases increased soil moisture and runoff), increased temperature has led to
trends in drought characteristics that are mostly opposite to those
for the rest of the country especially in the case of drought duration and severity, which have increased.»
''... report that «most
trends exhibited no clear
precipitation change,» noting that «global changes in
precipitation over the Earth's land mass excluding Antarctica relative to 1961 - 90 were estimated to be: -1.2 ± 1.7, 2.6 ± 2.5 and -5.4 ± 8.1 percent per century
for the periods 1850 - 2000, 1900 - 2000 and 1950 - 2000, respectively.»
But given what is known, he said «there is every reason to believe that the
trend toward greater variability, larger anomalies, is true
for precipitation as well as temperature.»
... A remarkable
trend to decrease of
precipitation is also observed
for the central region of Chile, and the Argentinean Region of Cuyo, Province of Neuquén and the western part of Río Negro and Chubut.