A paper in the journal Water Resources Research makes just this point using over 200 years
of precipitation data:
I discussed the limitations
of precipitation data previously.
Not exact matches
That extra
data improved forecasts
of precipitation amounts and the storm's path.
«So we were making these measurements while people were on the ground collecting the
precipitation and getting radar
data,» and together, they were able to paint a better picture
of how what happened in the cloud influenced the rain or snow falling on the ground.
Tom Karl, the head
of NOAA's National Climatic
Data Center, also cautioned that the science
of linking
precipitation changes to climate change is complex.
«We realized in 2013 that there was almost no
data on the drought resistance
of Amazonian canopy trees, and several recent droughts raised the question
of how these trees would fare if climate change caused increased anomalies in
precipitation.»
Combining
data on
precipitation, topography, habitat changes, dam construction, and pollution, the researchers created detailed maps
of the threats to rivers around the world.
The team uses 30 years
of historical
precipitation and temperature
data — from 1961 to 1990 — as well as eight different scenarios to project future climate changes from 2031 to 2060.
The corresponding studies were funded by the German Research Foundation (DFG) with a total
of EUR 600,000 for two years under the project «Integrating Microwave Link
Data for Analysis
of Precipitation in Complex Terrain: Theoretical Aspects and Hydrometeorological Applications» (IMAP).
Every ten years the
data center calculates new U.S. «climate normals,» or 30 - year average values, for meteorological elements such as temperature,
precipitation, and heating and cooling degree days for thousands
of U.S. weather stations.
They also used satellite
precipitation data to «backsolve» the brine's origins using sodium concentrations, oxygen and hydrogen isotopes, as the isotopic composition
of water reflects the condensation temperature and
precipitation rate over time.
The study establishes a method for estimating UHI intensities using PRISM — Parameter - elevation Relationships on Independent Slopes Model — climate
data, an analytical model that creates gridded estimates by incorporating climatic variables (temperature and
precipitation), expert knowledge
of climatic events (rain shadows, temperature inversions and coastal regimes) and digital elevation.
Loss
of the afternoon
data would mean a «50 % error increase in [forecasting]
precipitation rates in southern US,» according to a NOAA presentation.
«If you add the cave
data to the
data from the glaciers, it gives you a neat way
of figuring out whether it was cold temperatures or higher
precipitation that drove the glacier growth at the time,» Willenbring said.
To identify extreme weather events, the researchers relied on county and calendar day specific thresholds for
precipitation and maximum temperature (90th and 95th percentile, respectively) that were calculated based on 30 years
of baseline
data (1960 - 1989).
The researchers developed a novel approach to the issue by using climate
data from the IPCC and directly modeling all
of the components that cause flooding at the coast including, waves, tides, winds blowing over the surface
of the ocean and estuaries,
precipitation, and stream flow.
By analyzing
data from 270 monitoring sites around the country, Zhang and his colleagues found that the amount
of nitrogen deposition, as measured in
precipitation, had increased by 60 % — or 8 kilograms per hectare per year — between 1980 and 2010.
Based on over a decade
of asthma hospitalization
data (115,923 cases from 2000 - 2012), researchers observed higher risk
of asthma hospitalization after extreme heat or extreme
precipitation events.
The models were run without the influence
of greenhouse gases, so that the scientists could compare those results with the observations from 33 years
of satellite
precipitation data.
Using U.S. Weather Service
data on
precipitation, radiosonde measurements
of CAPE and lightning - strike counts from the National Lightning Detection Network at the University
of Albany, State University
of New York (UAlbany), they concluded that 77 percent
of the variations in lightning strikes could be predicted from knowing just these two parameters.
This year's fire risk comes on the heels
of a severe drought in eastern and southeastern Brazil, where the satellite
data showed a continued reduction in rainfall and a drawdown
of groundwater associated with lower than normal
precipitation.
Diving deeper into the complex puzzle
of mass strandings, the team decided to expand their analysis and include additional oceanographic and atmospheric
data sets from NASA's Earth science missions, including Terra, the Sea - viewing Wide Field -
of - view Sensor — or SeaWIFS, for short — and Global
Precipitation Measurement, as well as the National Oceanic and Atmospheric Administration's Geostationary Operational Environmental Satellite, or GOES, mission.
The
data comes from NASA and the Japan Aerospace Exploration Agency's Global
Precipitation Measurement mission (GPM), a constellation
of international and domestic satellites that estimate rainfall and snowfall every three hours.
«That's why we looked at overall wetness and
precipitation as a way
of trying to explain this spatially distinct patterns that we saw from the
data.»
With the help
of models, the researchers — more than a dozen scientists from institutes throughout Europe — analyzed
data on the species found in the bogs alongside
data on climate variables like temperature, moisture and
precipitation.
The study examined what is likely to be seen in terms
of precipitation, snowpack accumulation and water runoff over the next century, versus the same
data for the years from 1976 and 2005.
To do so, Ichoku and his colleagues used satellite records from 2001 to 2014 — including
data from NASA's Moderate Resolution Imaging Spectroradiometer and the Tropical Rainfall Measurement Mission — to analyze the impact
of fires on various water cycle indicators, namely soil moisture,
precipitation, evapotranspiration and vegetation greenness.
NEON collects and produces
data on
precipitation patterns, soil and groundwater dynamics, interactions with vegetation, and processes such as nutrient cycling and food web dynamics in aquatic ecosystems to support the comprehensive study
of water cycles throughout diverse ecosystems.
A Climate Central analysis
of 65 years
of winter
precipitation data from more than 2,000 weather stations in 42 states, found a decrease in the percent
of precipitation falling as snow in winter months for every region
of the country.
In virtually all states with stations below 2,000 feet, the
data show a trend toward a higher percentage
of rain during the winter
precipitation season.
The formation, size and movement
of glaciers can provide valuable
data, he said, because these characteristics reflect current and historic changes in temperature,
precipitation or both.
Issued January 13, 2016: This temperature and
precipitation analysis is based on
data back to 1895, resulting in 121 years
of data.
Spatial - temporal analysis
of United States
precipitation data from 1900 to 1999 indicates that the Atlantic Multidecadal Oscillation (AMO) primarily modulates drought frequency.
Six - hourly
data fields for 2 m maximum temperature, minimum temperature, specific humidity, surface pressure,
precipitation rate, water equivalent
of actual snow depth and 10 m U and V wind components were summarized to daily
data (Supplementary Table 2).
Horinouchi, T., 2002: Mesoscale variability
of tropical
precipitation: Validation
of satellite estimates
of wave forcing using TOGA COARE radar
data.
The ARM
data will provide more detailed measurements
of both aerosols and clouds to assist the research team in quantifying the impacts
of aerosols on
precipitation under a variety
of atmospheric and pollution conditions.
Temperature and
precipitation data were gathered for each market's period
of record during meteorological summer.
While there has been a 70 percent increase in heavy
precipitation events in the region since 1958, most
of that has been in warm weather rainstorms, Ken Kunkel, a researcher at the National Climatic
Data Center in Asheville, N.C., said.
Data is represented as the ratio
of % precipitated DNA
of input following
precipitation with Oct4 antibody or rabbit serum control, ± SD.
Data analyses have found an increase
of drought intensity at many locations [130]--[131] The magnitude
of change depends on the drought index employed [132], but soil moisture provides a good means to separate the effect
of shifting seasonal
precipitation and confirms an overall drought intensification [37].
Data of climate variables (mean
precipitation; mean temperature; mean ground frost frequency) at monthly intervals (1961 - 90) were sourced from the IPCC (http://www.ipcc-
data.org).
After consideration
of a range
of elements
of the water - energy dynamic (Hawkins et al., 2003), we made use
of quarterly climatic
data of 1961 - 90, mean annual
precipitation and mean temperature (New et al., 1999).
I'm always a bit amused at those who promote AGW, and the media who support them, continue to use emotive, evocative words in their descriptions
of mathematic statistical functions
of temperatures and / or
precipitation data sets.
The NWS has uses software for analysis
of inconsistencies in
data due to changes in station locations, vegetation and other characteristics that influence temperature and
precipitation readings.
Data from the tropical and subtropical Andes suggest that changes in
precipitation and cloud cover in the latter portion
of the 20th century are minor, and that changes in these quantities are unlikely candidates for explaining Andes glacier retreat.
The area between 50S and 50N (77 %
of Earth's surface area) with
precipitation estimated from the TRMM
data.
He first pointed me to the string
of videos he created to explain the Community Collaborative Rain, Hail and Snow Network, a crowd - sourced meteorology
data base gathering
precipitation information from individuals and, particularly, schools around the country.
Mean temperature, mean monthly
precipitation, frequency
of hot / cold days / nights, and indices
of extreme
precipitation are all estimated for each country based on observed and modeled
data.
Although
data are not complete, and sometimes contradictory, the weight
of evidence from past studies shows on a global scale that
precipitation, runoff, atmospheric water vapor, soil moisture, evapotranspiration, growing season length, and wintertime mountain glacier mass are all increasing.
He cited a recent analysis by scientists from the National Climatic
Data Center that confirmed earlier studies showing a substantial increase already in the intensity
of precipitation across the United States, interspersed by longer dry spells.