To obtain the «best possible» initial ice - ocean conditions for the forecasts, we conducted a retrospective simulation using PIOMAS that assimilates
satellite ice concentration and sea surface temperature data.
Assimilation of
satellite ice concentration improves the predictions.
The ensemble predictions are based on a synthesis of a model, NCEP / NCAR reanalysis data, and
satellite ice concentration data.
Not exact matches
The sea
ice surrounding Antarctica has increased in extent and
concentration from the late 1970s, when
satellite - based measurements began, until 2015.
For example: Sea level and temperature,
ice mass, hurricanes (typhoons) wind and rain, Polar ice mass, Ice extent, CO2 Concentration, read some ocean buoys, read some tidal gauges, and much more are acceptable from the several hundred meteorological satellite
ice mass, hurricanes (typhoons) wind and rain, Polar
ice mass, Ice extent, CO2 Concentration, read some ocean buoys, read some tidal gauges, and much more are acceptable from the several hundred meteorological satellite
ice mass,
Ice extent, CO2 Concentration, read some ocean buoys, read some tidal gauges, and much more are acceptable from the several hundred meteorological satellite
Ice extent, CO2
Concentration, read some ocean buoys, read some tidal gauges, and much more are acceptable from the several hundred meteorological
satellites..
She and her co-author, Harry Stern, principal mathematician at the PSC, used 35 years of
satellite data to examine sea
ice concentrations around the entire Arctic.
Zhang and Lindsay, 4.3 ± 0.8, Model The forecasting system is based on a synthesis of a model, the NCEP / NCAR reanalysis data, and
satellite observations of
ice concentration and sea surface temperature.
The map shows Arctic sea
ice concentration from the AMSR2
satellite instrument for September 5, 2016.
Another simulation incorporated prescribed sea
ice loss in autumn and winter based on
satellite - derived Arctic sea
ice concentrations.
[17] Before the advent of
satellite - based imagery in 1973, sea
ice concentration data for the Antarctic are not available, and sea
ice extent data are not readily available for indi - vidual months, seasons or years, although some visible and infrared data do exist for 1966 — 1972 [Zwally et al., 1983] and some undigitized charts reside in national archives (e.g., V. Smolyanitsky, personal communication, 2002).
I have downloaded the HADISST
ice data and computed sea
ice extent for both the arctic and antarctic (based on 15 %
concentration to be consistent with NSIDC data from the
satellite era).
Measuring the distance apart and speed of 2
satellites in space orbiting the earth to the width of a human hair with no margin for error [damn those drift recalculations], and taking into account unknown factors with respect to the true values for water depth, water weight at different salt
concentrations,
ice depth magma flows, volcanic activity etc [ie making a lot of guesses], plus taking human motivation on board [like CO2 increase must melt
ice surely] can give you an accurate measurement of the volume
ice in Antarctica.
A note of caution: To avoid erroneous
ice concentration along coasts (
satellite signal mixed from land and ocean), near coastal - areas have to be excluded.
Radiometers onboard
satellites are commonly used to estimate sea
ice concentration and extent.
Ice extent (monthly means, April) southern border of 30 % ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = April 2011, orange = April 2010, green = April 2009, blue = April 200
Ice extent (monthly means, April) southern border of 30 %
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = April 2011, orange = April 2010, green = April 2009, blue = April 200
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave
satellite data (red = April 2011, orange = April 2010, green = April 2009, blue = April 2008).
The
ice - ocean model is initialized with
satellite estimates of
ice concentration and model simulated
ice thickness and ocean fields and is forced by the atmospheric fields from 2003 to 2009.
which includes bias corrections for XBT and MDT data, and
satellite - based sea
ice concentrations from the EUMETSAT Ocean Sea Ice satellite Application Facility (OSI - S
ice concentrations from the EUMETSAT Ocean Sea
Ice satellite Application Facility (OSI - S
Ice satellite Application Facility (OSI - SAF,
The other simulations were run under approximated pre-industrial conditions: lower greenhouse gas
concentrations, cooler sea surface temperatures, and the largest sea
ice extent available from the
satellite era (1986/1987).
The forecasting system is based on a synthesis of a model, the NCEP / NCAR reanalysis data, and
satellite observations of
ice concentration and sea surface temperature.
While the winter / spring 2008 sea -
ice extent has rebounded from the 2007 negative mega-anomaly, the age - class distribution at present is negatively skewed compared to
satellite climatology and even the values for 2007, as is
ice concentration within the
ice - ocean margin that defines extent.
Ice - ocean model simulations, on the other hand, have requirements with respect to data density and quality, e.g., for observed ice thickness fields used in initialization of model runs, that are currently not being met by existing data sources (with the exception of, e.g., satellite - observed ice concentration field
Ice - ocean model simulations, on the other hand, have requirements with respect to data density and quality, e.g., for observed
ice thickness fields used in initialization of model runs, that are currently not being met by existing data sources (with the exception of, e.g., satellite - observed ice concentration field
ice thickness fields used in initialization of model runs, that are currently not being met by existing data sources (with the exception of, e.g.,
satellite - observed
ice concentration field
ice concentration fields).
The most likely explanation for the linear trend [in sea
ice decline] during the
satellite era from 1979 onwards is the almost linear increase in CO2
concentration during that period.
The primary sources of the post-1972 data are the hemispheric fields of sea -
ice concentration from (1) the U.S. National Ice Center (NIC), whose weekly grids (derived primarily from satellite data) span the period 1972 - 1994, and (2) the satellite passive - microwave grids from the Scanning Multichannel Microwave Radiometer (SMMR) / Special Sensor Microwave / Imager (SSM / I) period, 1978 - 97 (Parkinson and others, 199
ice concentration from (1) the U.S. National
Ice Center (NIC), whose weekly grids (derived primarily from satellite data) span the period 1972 - 1994, and (2) the satellite passive - microwave grids from the Scanning Multichannel Microwave Radiometer (SMMR) / Special Sensor Microwave / Imager (SSM / I) period, 1978 - 97 (Parkinson and others, 199
Ice Center (NIC), whose weekly grids (derived primarily from
satellite data) span the period 1972 - 1994, and (2) the
satellite passive - microwave grids from the Scanning Multichannel Microwave Radiometer (SMMR) / Special Sensor Microwave / Imager (SSM / I) period, 1978 - 97 (Parkinson and others, 1999).
Trends in the
satellite - derived Arctic sea
ice concentrations (1978 - 2002) show pronounced decreases in the Barents / Kara Seas, between the Chukchi and Beaufort Seas, the central Sea of Okhotsk and a portion of the Hudson / Baffin Bay by ∼ 2 - 8 % per decade, exceeding the 95 % confidence level.
Raw model sea
ice concentration data was processed using a simple linear regression model and
satellite derived
ice extent to produce bias corrected predictions.
Sea
ice concentration, which is independently measured and well observed by passive microwave
satellite sensors, gives additional important information on changes in the Antarctic environment.
Finally, passive microwave brightness temperatures from various
satellite platforms have been extensively used to derive estimates of sea
ice concentration.
Arctic sea
ice concentration from operational
ice charts and
satellite passive microwave data.
See Partington et al. (2003) for an assessment of operational versus
satellite - derived
ice concentration.
Although several different algorithms have been used to derive sea
ice concentrations from the
satellite measurements, our analyses based on the Hurrell et al. (2008) data are consistent with previous studies.
Multi-year sea
ice has been reduced to such low levels that the overall September sea
ice extent is largely tied to the fate of the first - year sea
ice, which appears thin or with low
concentrations away from the central Arctic (see AMSR
satellite data and the calculations by Lindsay and Rigor).
She says improved summer weather predictions as well as
satellite measurements of sea
ice thickness and
concentration could help forecasting.
There is the Cryosphere data from the University of Illinois which show arctic and Antarctic
ice concentration and extent (this is not Mr. Watts data, it is
satellite data.
The last image is the US National Snow and
Ice Data Center's satellite - derived sea ice concentration image for August 20
Ice Data Center's
satellite - derived sea
ice concentration image for August 20
ice concentration image for August 2012.
Ice extent (monthly means, June) southern border of 30 % ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = June 2012, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 2008)[Gerland et al
Ice extent (monthly means, June) southern border of 30 %
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = June 2012, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 2008)[Gerland et al
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave
satellite data (red = June 2012, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 2008)[Gerland et al.].
It could be that the heavy fog has resulted in an overestimation of the
ice concentration from the passive microwave
satellite observation.»
Scientists at NSIDC report extent because they are cautious about summertime values of
ice concentration and area taken from
satellite sensors.
The passive microwave
satellite record of sea
ice concentration and extent extends from 1979 to the present.
It should be noted that this number represents a monthly average and is dependent on a particular passive microwave algorithm to derive
ice concentration (see the CliC Arctic Sea Ice Working Group note on the accuracy of satellite - derived passive microwave estimates of sea ice exten
ice concentration (see the CliC Arctic Sea
Ice Working Group note on the accuracy of satellite - derived passive microwave estimates of sea ice exten
Ice Working Group note on the accuracy of
satellite - derived passive microwave estimates of sea
ice exten
ice extent).
Ice extent (monthly means, July) southern border of 30 % ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = July 2010, orange = July 2009, green = July 2008, blue = July 200
Ice extent (monthly means, July) southern border of 30 %
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = July 2010, orange = July 2009, green = July 2008, blue = July 200
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave
satellite data (red = July 2010, orange = July 2009, green = July 2008, blue = July 2007).
Fig. 5:
Ice extent (monthly means, June) southern border of 30 % ice concentration in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = June 2011, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 200
Ice extent (monthly means, June) southern border of 30 %
ice concentration in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = June 2011, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 200
ice concentration in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave
satellite data (red = June 2011, orange = mean June 1999 - 2008, purple = mean June 1980 - 1999, green = mean June 1979 - 2008).
Ice extent (monthly means, July) southern border at 30 % ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = July 2011, orange = mean July 1999 - 2008, purple = Mean July 1980 - 1999, green = mean July 1979 - 200
Ice extent (monthly means, July) southern border at 30 %
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave satellite data (red = July 2011, orange = mean July 1999 - 2008, purple = Mean July 1980 - 1999, green = mean July 1979 - 200
ice concentration, in the Greenland Sea / Fram Strait and Barents Sea, based on passive microwave
satellite data (red = July 2011, orange = mean July 1999 - 2008, purple = Mean July 1980 - 1999, green = mean July 1979 - 2008).