Vol 54, No 9 (2018)
- Year: 2018
- Articles: 50
- URL: https://journals.rcsi.science/0001-4338/issue/view/8872
Use of Space Information about the Earth
Satellite Monitoring of Burnt-out Areas and Emissions of Harmful Contaminants Due to Forest and Other Wildfires in Russia
Abstract
In this paper we summarize the results of the satellite monitoring of various types of wildfires, as well as emissions of carbon-containing the CO and CO2 gases and the fine PM2.5 aerosol into the atmosphere due to wildfires, throughout the Russian Federation and several of its regions in 2005–2017. The methodology and features of the satellite system used for the monitoring are described. An analysis of the overall estimations of the total wildfire areas, areas of burnt-out forests, as well as the volumes of harmful contaminant emissions due to them, is given. It is shown that between 2005 and 2017 the total areas of all types of wildfires in Russia, including forest fires, more than halved due to the measures taken on urgent fire detection and well-timed actions to extinguish them. The burnt-out areas reached a peak of 234 700 km2 in 2006 were minimal (74 000 km2) in 2013. The largest areas of burnt-out forest were in the Siberian Federal District. Fires spread to a maximum of 53 600 km2 in this region in 2012, while the total burnt-out areas covered 65 000 km2.
A Comparative Analysis of the Characteristics of Active Fires in the Boreal Forests of Eurasia and North America Based on Satellite Data
Abstract
On the basis of the detection data on active fires from the MODIS satellite instrument in the 2000–2016 period an analysis of the characteristics of forest fires in the boreal zones of Eurasia and North America was carried out. The total number of the forest fires in the boreal zone is dominated by the fires in Northern Eurasia. At the same time, the intensity of the North American forest fires is higher on average than the intensity of the Eurasian forest fires. Along with some tendency to a reduction of the annual number of boreal fires, there are tendencies towards an increase in the intensity of the average forest fire, which are statistically significant for the North American region and for the boreal zone as a whole. The regional features of the long-term characteristics and the seasonal dependence of forest fires, as well as the regional peculiarities of the interannual variations of the fire level in the boreal forests, were discussed. A comparative analysis of the results of detection of fires by MODIS and VIIRS satellite instruments was carried out.
Determination of the Energy Properties of Wildfires in Siberia by Remote Sensing
Abstract
As applied to the conditions of wildfires in Siberia, remote sensing is adapted to record the radiation power from the active fire zone in the range of 3.929–3.989 μm (Terra/MODIS data). The limits of variation of the detected values of heat radiation are evaluated. Sporadic peaks that exceed the mean value of heat radiation in the fire field by a value of 2.5σ were correlated with high-intensity fires, including crown fires. The probability of remote fire detection in crown stage was no less than 65%. The quantitative dependence of the Fire Radiative Power (FRP) on the area of the active zone was determined using a subpixel analysis. The fraction of forest fires in Siberia with areas of extreme heat radiation is shown to be 5.5 ± 1.2% of the total wildfires. The total area of high-intensity wildfires including crown fires is at least 8.5% of the average annual wildfire area and reaches values of 15–25% during extreme fire seasons.
Large-Scale Smoke Haze over the European Part of Russia and Belorus in July 2016
Abstract
The smoke haze over the European part of Russia (EPR) and Belorus in July 2016 has been studied with the use of aerosol optical thickness (AOT) data measured by MODIS satellite spectrometers. The AOT maximum on the territory limited by coordinates 45°–70° N and 20°–60° E reached 2.95 on July 24, 2016 with an average regional value of 0.48. The total mass of smoke aerosol without the area covered by clouds was 0.73 million tons. Analysis of the wind fields and five-day back trajectories of air mass movement showed that the smoke was transported by the northeast winds to the EPR and Belorus from western Siberia, including the Yamalo-Nenets Autonomous District, which was characterized by large forest fires from July 17 to 23. Simulation of the radiation regime of the smoky atmosphere indicated that the average radiative forcings of smoke aerosol at upper and lower boundaries of the atmosphere for the above-mentioned territory are –29 and –54 W/m2, respectively (the extreme values are –124 and –154 W/m2, respectively). A comparative analysis of the smoke haze characteristics over the EPR in July 2016 and in summer 2010 has been conducted. According to ground-based measurement data, the mass concentration of PM10 during the smoke period from July 24 to 27 in the Moscow region reached 0.25 mg/m3.
Mapping Age Stages of Forest Vegetation Based on an Analysis of Landsat Multiseasonal Satellite Images
Abstract
The possibility of increasing the efficiency of forest vegetation mapping is studied using Landsat multitemporal satellite images of medium spatial resolution. To simplify the process of supervised satellite-image classification, the method of automated generation of reference samples is applied based on forest inventory materials. Using the test forest areas of the southern part of Yenisei Siberia, it is demonstrated that native and secondary stands of different ages, from which regeneration series of dark coniferous and light coniferous forests are developed in different forest growing conditions, are mapped as a result of the classification of multiseasonal images with a sufficient level of significance (Kappa coefficient more than 0.7).
Monitoring Anthropogenic Impact on Some Coastal Water Areas of the Black Sea Using Multispectral Satellite Imagery
Abstract
The results of comprehensive monitoring of anthropogenic impact on some coastal water areas of the Black Sea are presented. Multispectral satellite imagery and sea truth hydrooptical and hydroacoustical data acquired aboard research vessels are used as the main information sources. In the course of monitoring, more than 300 multispectral Resurs-P, GeoEye, WorldView, Landsat, Sentinel-2 and other satellite images of water areas near the cities of Sevastopol and Gelendzhik were systematized and analyzed. For processing the multispectral satellite imagery, we use an approach based on the calculation and analysis of distributions of relative variability characteristics of the backscattering signal in different regions of the electromagnetic spectrum (“color indices”). The sea truth measurements, which were carried out using a SIPO9 light attenuation index spectral meter and an ADCP acoustic Doppler profilometer, allowed us to detect submerged pollutant plumes and validate the results of satellite data processing. By using the suggested methods, we found and quantified the characteristics of intensive anthropogenic impacts due to submerged outfalls in the coastal waters near Sevastopol and Gelendzhik. Processing the multispectral satellite imagery and sea-truth data revealed several disruptions in the outfall collectors located in these coastal waters.
Long-Term Variation in the Level of the Sea of Japan Based on Satellite Altimetry Measurements
Abstract
Long-term changes in the Sea of Japan level are estimated based on the Ssalto/Duacs satellite altimetry data. Linear sea level trends for 1993–2005 are positive for the entire sea area and average 3.3 mm/yr, which is close to the mean value for the World Ocean. Trends are weakened by 2.5 times after elimination of annual variation and intra-annual variability (low-frequency data filtering). A quasi-decadal oscillation that accounts for the in-phase rise in 1995–2000 and 2008–2013 (positive phases) and fall in 2001–2007 (negative phase) of the Sea of Japan level for the entire sea area has been observed. The positive phase in 1995–2000 is consistent with an increase in the volume transport into the Sea of Japan through the Korea (Tsushima) Strait and the negative phase is consistent with the transport decrease. Positive sea level trends have dominated in the positive phases (an average of 12.9 and 7.1 mm/yr in 1995–2000 and 2008–2013, respectively) in the entire sea and negative trends with an average of –6.4 mm/yr have been observed during the negative phase in the subtropical sea area. The strongest trends, both positive (10–20 mm/yr and more) and negative (down to –20 mm/yr) have been detected over the western Yamato Basin and near Ulleung Island in the subtropical part of the sea.
Current Intensity Trends in the Labrador and Irminger Seas Based on Satellite Altimetry Data
Abstract
Sea level measurements from an absolute dynamic typography dataset for the period of 1993–2015 were used to study the variability in geostrophic circulation in the Labrador and Irminger seas. Analysis of current intensity trends calculated by geostrophic formulas has shown a weakening in cyclonic circulation observed in these two convection centers. The intensity trends are negative in all the main currents making up the Subpolar Gyre: the Labrador, East Greenland, West Greenland, and Irminger currents. On average, the negative intensity trends in the indicated currents are –0.3 cm s–1 yr–1, in individual areas reaching –0.5 cm s–1 yr–1, which corresponds to a decrease in current speed of 6.9–11.5 cm/s for the 23-year interval. Weakening of cyclonic circulation is likely predetermined by weakening convection processes and a decrease in the dome-shaped curvature of isopycnal surfaces generated by upwelling of weakly stratified water closer to the surface. This is confirmed by analysis of satellite data: in periods when deep convection weakens, the intensity of cyclonic circulation decreases at the margin of the Labrador and Irminger seas. Simultaneously with weakening currents, an increase in intensity is observed from the outer (with respect to the convection centers) margin of the considered currents, including in coastal zones.
Steric Level Fluctuations and Deep Convection in the Labrador and Irminger Seas
Abstract
The paper considers steric level fluctuations in the northern Atlantic Ocean. We use a method that combines AVISO altimetry and GRACE gravity measurements to evaluate steric level fluctuations and obtain estimates of steric variations in the Labrador and Irminger seas for 2003–2015. The range of steric fluctuations in the Labrador Sea is from –11 to 10 cm, and in the Irminger Sea is from –11 to 12 cm. We estimate trends of steric fluctuations, which indicate a significant increase in the steric component of variability in the level of the North Atlantic. We propose a method for determining regions of deep convection in the Labrador and Irminger seas based on the minimum values of the steric level anomalies (the seasonal component has been excluded) from combined satellite measurement data. Possible spots of deep convection are determined in the Labrador and Irminger seas and shown on steric level fluctuation maps for different years. We demonstrate that deep convection was not manifested in the Labrador Sea in 2006, and there was a general weakening in deep convection processes in the North Atlantic after 2008.
Peculiarities of Water Circulation in the Southern Tatar Strait
Abstract
Satellite altimetry data have been used to study water circulation in the Tatar Strait region (the northern part of the Sea of Japan) for the time period from 1993 to 2015. Seasonal and interannual variations in current velocities in the southern Tatar Strait (46°–50° N) have been found to be determined by the difference in sea level (SL) between the Korea Strait in the southern part of the Sea of Japan (Hakata station) and the northern point of the Hokkaido Island (Wakkanai station) (SLHakata–SLWakkanai). With increases in (SLHakata–SLWakkanai), the flow of the Tsushima Current into the Tatar Strait increases, the southward flow of the Primorye Current along the western boundary of the Tartar Strait decreases, and the southward flow of the West Sakhalin Current along the eastern boundary of the Tartar Strait increases. The decreased (SLHakata–SLWakkanai) leads to the formation of cyclonic water circulation in the Tatar Strait, a change in direction of the West Sakhalin Current from southward to northward, and an increase in the southwestward water transport by the Primorye Current. An increase in (SLHakata–SLWakkanai) accompanied by increased water flow through the Korea Strait leads to an increase in seawater temperatures in the northern part of the Sea of Japan.
Interannual and Intra-Monthly Fluctuations of the Wind Field and Sea Surface Temperature in the West African Upwelling Region Based on Satellite Data
Abstract
The relative intensity of fluctuations of the sea surface temperature and wind field in the West African upwelling region within a month (intra-monthly) and from year to year were studied using highly resolved daily satellite data from the 1980s until 2015. It is shown that the interannual and intra-monthly variances are similar or the latter prevail throughout a year (for the wind field) and most of a year (for the sea surface temperature). This should be taken into account during the analysis of the upwelling characteristics (especially in the case of data with low spatio-temporal resolution) to prevent aliasing.
Long-Term Sea Surface Temperature Trends in the Canary Upwelling Zone and their Causes
Abstract
Long-term trends in the sea surface temperature in the Canary upwelling zone and their causes are analyzed on the basis of satellite data from the 1980s until the present. It is shown that the wind activity has strengthened near the northwestern African coast during last 30 years, which is accompanied by local intensification of wind-driven upwelling. The northeastern trade wind weakens in the open Tropical Atlantic, along with the horizontal heat advection in the upper ocean layer, which leads to a decrease in the area of the upwelling waters. As a result, both tendencies partly compensate one another when the temperature is averaged over the region in the northeastern Tropical Atlantic (between 10°–30° N, 10°–25° W).
Quasi-Decadal Variations of Lower Stratosphere Meteorological Parameters and Total Ozone Global Fields Based on Satellite Data
Abstract
This paper presents the results of an analysis of the phase relationships between the variations of solar activity (SA) with periods ranging from 8 to 13 years and the quasi-decadal variations (QDVs) of zonally and globally average values of total ozone (TO), and some parameters of the lower stratosphere at 50 and 100 GPa based on the NCEP-NCAR and satellite data. Analysis of the temporal and spatial variability of meteorological parameters and TO has been performed by Fourier, correlation and composite analysis for the period from 1979 to 2015 in the 90° S– 90° N latitudinal belt. The TO spectra have basic oscillations with periods of 116–140 months at all latitudes. The oscillations with periods of 87–96 months are also observed at the high southern latitudes. Significant oscillations of temperature and geopotential height with periods ranging from 95 to 102 and from 127 to 148 months are observed in the 90° S– 55° N latitudinal belt. The oscillations of the meridional and zonal wind velocity have periods within intervals of 85–100 and 120–150 months; their significance varies with altitude. The maxima of the TO QDVs advance the SA maxima by 20 months at the middle and high north latitudes and lag behind by 21 months at the high latitudes of the Southern Hemisphere. The lag between the SA and TO variations reverses its sign at 35°–40° S. On average, the phase of the QDVs of temperature and geopotential height within the 90° S–55° N latitudinal belt lags behind the SA variations approximately by one year and half a year, respectively. The phase relationships between the meridional and zonal wind variations and the 11-year SA cycle vary considerably with time and latitude. The quasi-decadal variations of the globally average TO values coincide with the SA variations.
Spatiotemporal Variability of High-Altitude Jet Streams from Satellite Measurements
Abstract
Results of an investigation into the spatiotemporal variability of the main characteristics of jet streams (JSs) in the upper troposphere of the Northern Hemisphere in the field of view of European geostationary meteorological satellites for the period 2007–2015 are presented. The JS characteristics are obtained using an automated method for calculating the horizontal wind velocity profile based on atmospheric sounding data from the SEVIRI radiometer in the 6.2-μm water vapor channel. Significant linear trends of most JS characteristics are revealed. It is shown that the relative increase in the number of JSs and their effective lifetime were 25 and 22%, respectively, and the relative decrease in the maximum wind speed on the axis and the horizontal velocity gradient on the cyclonic and anticyclonic sides were 7, 13, and 20%. The annual variation is most pronounced for the number of JSs, their maximum velocity, and average area and width. One characteristic feature is the synchronous annual variability of the maximum velocity and width of JSs determined by the isotach level V = 30 m/s. A pronounced horizontal asymmetry of the wind-velocity profile in JSs is noted. A stable annual oscillation and its harmonics are observed in amplitude spectra and waveletograms of time series of most daily and monthly mean characteristics. Significant oscillations were observed with periods of 19–23 and 37–39 days and 26.5–27.5, 35–37, and 42–45 months.
Mesoscale Atmospheric Cyclonic Vortices over the Black and Caspian Seas as Seen in Satellite Remote Sensing Data
Abstract
This is an analysis of optical images from Terra, Aqua, and Suomi NPP satellites, as well as associated synthetic aperture radar (SAR) images from Radarsat-1/2 and Sentinel-1A/1B satellites, which reflect mesoscale atmospheric cyclonic vortices (MACV) and local cyclones over the Black and Caspian seas. The MACVs are observed both in the cloudiness field on optical images and in the sea-surface roughness field on SAR images, induced by the near-surface wind. The analysis SAR images of the sea surface and optical images combined with NCEP reanalysis has allowed us to obtain both qualitative and quantitative data on these phenomena. The formation of MACVs has been shown to occur rather frequently over the eastern Black Sea, as well as over the northern and middle Caspian Sea. They are 50 to 200 km in diameter, their lifetime is usually almost a day, and they can create wind speeds of 10–12 m/s over the sea surface. From time to time, they can deepen and lead to a sharp deterioration in the local and regional weather.
Experience of Studying the Vertical Structure of an Urban Heat Island Based on Satellite Data
Abstract
The structure of an urban heat island in the large industrial centers of the European part of Russia is studied based on the MetOp-A and MetOp-B satellite data. The intensity of the heat island is characterized by the different temperature and specific humidity between the urban area and the surrounding territory. It is shown that this analysis can be used only for large megalopolises like Moscow due to the limited horizontal resolution of the satellite data. The satellite data are grouped in time intervals of 19:30–23:30 and 10:00–13:00 UTC, called “evening” and “before noon” intervals, respectively. In the summer, Moscow’s heat island extends to ~1500 m. In the winter, the vertical extent of the heat island is ~1000 m before noon, and in the evening the heat island is recorded only in the lowest part of the profile. During the summer, the heat island is accompanied by an urban dry island that extends for a height of ~1000 m. Specific humidity increases above these heights as a rule. In the winter, a wet island is most pronounced above the surface.
Monitoring Landslide Activity by Radar Interferometry Using Trihedral Corner Reflectors
Abstract
In this paper we describe the application of differential radar interferometry for monitoring landslide slopes in the Sochi region under conditions of strong temporal decorrelation of the reflected signals from the underlying surface in images of the TerraSAR-X synthetic aperture radar. Measurements of the movement of the landslide surface became possible due to the use of steadily reflecting objects, e.g., specially designed trihedral corner reflectors with square plates having cut-off external corners. Radiophysical properties of the corners and the criteria for choosing their size and geometry are described in detail. The sensitivity of the position of the phase center of the signal scattered by a corner reflector to undesirable atmospheric phenomena (precipitation occurring inside the corner) is mentioned and substantiated. Based on an analysis of the results of processing four TerraSAR-X images, we show the possibility of measurements with millimeter accuracy in the X-band of the surface displacements of the observed landslide slope with the corner reflectors installed on its surface.
Topographic Cross Sections of Mountain Regions (Experience of Remote Geomorphologic Analysis)
Abstract
Mountain massifs of the world, and high-mountain areas in particular, are barely accessible and as a result are insufficiently studied. The comparative characteristics of mountain regions differ significantly, which makes objective scientific generalizations difficult. This situation may be improved by the remote satellite investigation of these areas, which not only enables us to fill these gaps in knowledge but also creates the background for further modeling various associations of the mountain systems of other planets. Therefore the elaborated special methods of deciphering mountain regions may be successively used in future space research. The study of mountain regions by the example of areas with a combination of mountains and uplands on the Earth enables us to conclude that there is a wide diversity of combinations with particular specific features and that there is a need to reveal the structures of combinations of mountain systems with one another and with areas of the planation of the topography. The specification of active and passive margins of isolated mountain blocks for the kinetic analysis of the dynamic conditions of their formation is substantiated.
Comparison of Variations in Concentration of Arctic Marine Ice and Duration of Snow Period of Northern Eurasia under Conditions of Present-Day Climate According to Satellite Data
Abstract
The short period variability of the duration of the occurrence of stable snow cover and the concentration of marine ice is revealed and compared for Northern Eurasia and the adjacent area of the Arctic Ocean against a background of multiannual variations in indices of atmospheric correlation in 2000–2015. The main principles of multiannual variations in the characteristics are determined. No correlation between the multiannual tendencies and interannual variability is found. Nonetheless, the calculation of the Fourier harmonics allowed identification of three five-year periods similar for all characteristics: 2000–2004, 2005–2009, and 2010–2014. The most intense variations of the duration of the occurrence of stable snow cover and concentration of marine ice from one five-year period to another are typical of the East European Platform in contrast to the noticeable but small variations for Siberia.
Analysis of Changes in the Ice Cover of Freshwater Lakes by SMOS data
Abstract
This paper presents an analysis of seasonal variations in the brightness temperature of large freshwater lakes (Baikal, Ladoga, Great Bear, and Huron) according to the data of the MIRAS radiometer of the SMOS satellite. The data show the possibility of determining the onset of the destruction of the ice cover. The resulting conclusions are confirmed by model calculations. The actual meteorological characteristics of the region and glaciological features of the studied objects were used as input parameters for the model.
Remote Assessment of Spectral Reflectance of the Surface of Drained Peat Soils of Polesye on the Basis of Satellite Images of Medium Spatial Resolution
Abstract
The dependence of the spectral reflectance (averaged over an area of approximately 0.023 ha) of peat and degraded peat soils of Polesye on the soil organic carbon content has been investigated under actual field conditions for the first time. The dependence is approximated by exponential and power functions, and the confidence intervals are explicitly calculated for each parameter of the approximating functions. The parameter values for the exponential function appear better validated than the parameter values for the power function, since the corresponding confidence intervals for the former are much narrower. The values of AIC and BIC information criteria show that the power model gives a better description of experimental data for bands 1 and 2, and the exponential model gives a better description for the 3N band of the ASTER spectroradiometer.
The Use of NDVI in Digital Mapping of the Content of Available Lithium in the Arable Horizon of Soils in Southwestern Siberia
Abstract
We have determined the informational value of the Normalized Difference Vegetation Index (NDVI) for predictive mapping of the content of available lithium in the arable horizon of soils of different slope positions: the first (280–310 m) and the second (240–280 m) altitudinal levels. The NDVI is not informative for the diagnostics or mapping of the content of available lithium in soils of small drainage valleys, the width of which is smaller than the resolution of the satellite image (30 m). In the regression model, the NDVI explains 28% of the variation in the content of available lithium in soils. Based on this model, a predictive map of the content of available lithium in soils has been compiled. Data on the spatial distribution pattern of the NDVI calculated based on a Landsat 8 satellite image (resolution of 30 m) were used as an indicator and the cartographical basis for digital mapping. The accuracy of the prediction of the content of available lithium in soils is good (MAPE is 16.9%). It has been revealed that the NDVI values and the content of available lithium in soils of the first altitudinal level are higher than in the second. The differences between NDVI in the drainage valley and on the first altitudinal level are not insignificant.
Application of Multispectral LANDSAT Space Imaging for the Evaluation of Radionuclide-Contaminated Sites in the Russian Zone of the Chernobyl Disaster on the Example of Kaluga and Bryansk Oblasts
Abstract
The possibility of differentiating between clean and heavily contaminated sites of the “field” and “forest” types is assessed according to the results of processing radiometric survey materials for 137Cs and 90Sr and the data of the Landsat multispectral space survey (1977–2011) for the Kaluga and Bryansk oblasts of Russia. The radiation index inferred from the ratio of the luminance characteristics for Landsat satellite channels 1 and 4 is proposed for the assessment of the radiation situation.
Systematization of Ionospheric, Geodynamic, and Thermal Precursors of Strong (M ≥ 6) Earthquakes Detected from Space
Abstract
The article describes the formation features of short- and mid-term strong (M ≥ 6) earthquake precursors detected from space. A database has been created that contains parameter variations for the ionospheric, geodynamic, and thermal fields detected from space during the preparation and occurrence of significant seismic events. This database is an important element of a unified integrated system for monitoring catastrophic natural disasters. We present a technique for the collection and systematization of satellite and related information, as well as data processing methods to obtain information on irregular variations of various geophysical fields in seismic regions. This database contains general information on more than 4000 earthquakes, as well as the characteristics of 80 strong earthquakes (magnitudes from 6.0 to 9.1) that occurred in various world regions between 1990 and 2017. We also present examples from the database of visualization and analysis of data for various precursors of an earthquake that occurred in Italy on August 24, 2016 (M = 6.2).
Physical Principles of Earth Studies from Space
Hierarchy of Interrelationships in the Dynamics of Tropical Cyclones Activity
Abstract
The main task of this work was to reveal possible regression relations between parameters of an individual cyclone, inside groups of tropical cyclones close in time, and between intraseasonal jumps of cyclonic intensity. When revealing the correlations sought, the corresponding computations were performed using different techniques. The computation experiments involved long-term meteorological data on tropical cyclones of the cyclonic northwestern Pacific zone. As a result of the studied performed, the regression relationships of the cyclonic activity stages of different evolution scales have been obtained.
Fields of Lightning Discharges in Typhoons
Abstract
We report the results of the use of the World Wide Lightning Location Network data to analyze the core structure of super typhoons that occurred in the northwestern Pacific Ocean in 2012–2013. The distributions of lightning discharges are compared to the ocean-surface wind fields according to the data of the Advanced Scatterometer (ASCAT) and the infrared images of the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard the MetTop-A and Aqua satellites, respectively. In the central regions of all of the studied typhoons, the structures that are fragments of circular or spiral mesometeorological-scale forms, which can be related to the presence of the cloud eyewall of typhoons, are observed even a day before the typhoon’s maximum intensity. These circular structures become completely apparent on the day of the typhoon’s maximum intensity and then begin to break down. It is shown that the position of the center of a typhoon and its traveling speed can be estimated from the distribution of lightning; in addition, the geometric characteristics of an eyewall, which are listed in reports on storms and typhoons, can be determined.
Statistical Model of Physical Parameters of Clouds Based on MODIS Thematic Data
Abstract
Abstract—A statistical model is suggested for the physical parameters of different cloud types. This model has been developed through a comparison of MODIS thematic data with the results of global cloud field classification using neural network technology. The model is a set of one- and two-parametric distributions that describe fluctuations of physical parameters of different cloud types. The distribution parameters are estimated. The comparative analysis is carried out of the parameters under study for different cloud types. The features of different cloud types are determined. The statistical model developed is compared with similar works in this field and international databases; the results show their good consistency. The statistical model suggested can be regarded as a supplement to already existing cloud field models.
Cloud Cells by Data of Satellite Measurements and Convective Energy Balance on Invasion of Cold Air into the Atmosphere over the Black Sea
Abstract
This paper considers a typical case of winter cold air invasion into the Black Sea region in January 2010. Using the WRF numerical model, the intensive convection over the sea on January 25 has been reproduced and the simulation results have been verified using satellite data on cloudiness, cloud top temperature, and specific humidity. It has been shown that, according to both the modeling results and the satellite data, mixed convection over the sea occurred but with the prevalence of cells playing the main part in the mixing in the atmospheric boundary layer (ABL). The cloud top height has been determined both by satellite data and by simulation results; it has been shown that the model reproduces the observed increase in the cloud top height over the sea with the distance from the coast. Spectral analysis of the vertical convective moisture flux fields has shown that the model correctly reproduced the horizontal size of cloud structures near the shore. It was found from the modeling results and satellite pictures that the horizontal size of convective cells over the sea increased downwind. The main components of the convective kinetic energy balance in the atmospheric boundary layer have been considered: energy generation due to pressure pulsations and work of the buoyancy force, as well as the decrease in energy due to turbulent diffusion and convective advection. It has been shown how these quantities varied with height and with the distance from the shore.
Global Circulation of Latent Heat in the Earth’s Atmosphere According to Data from Satellite Radiothermovision
Abstract
The methodical bases and some results of using satellite radiothermovision to study global atmospheric latent heat circulation according to the data of regular satellite radiothermal monitoring are described. This approach does not use an a priori model of circulation; it implements an objective procedure for the analysis of the dynamics of periodically measured fields of total precipitable water. The reconstructed directions and the values of the mean-zonal transport velocity, the average position of the thermal equator at ~5° N, and the positions of the axis of the intertropical convergence zone over individual oceans are very consistent with the known results of independent observations and numerical modeling. Some problematic aspects of the analysis procedure are discussed.
Determination of the Total Ozone Content in Cloudy Conditions based on Data from the IKFS-2 Spectrometer onboard the Meteor-M no. 2 Satellite
Abstract
A new technique has been developed to obtain the total ozone content (TOC) under cloudy conditions from the spectra of outgoing thermal IR radiation measured by a satellite IRFS‑2 spectrometer. Analysis of the technique errors has shown that the differences between the obtained TOC and independent satellite (OMI) and ground-based (Dobson, Brewer, and M-124 instruments) measurements are usually 3–5%. The highest differences (up to 10%) are observed in the southern polar latitudes in the presence of an ozone hole over Antarctica. IRFS‑2 allowed the study of ozone miniholes over Russia in the first quarter of 2016. The measurements show an almost twofold decrease in TOC on certain days.
A Regression Model of Microwave Emission of a Water Surface at 37.5 GHz
Abstract
This paper presents the functional dependence of the microwave emission of a rough water surface at a frequency of 37.5 GHz (wavelength of ~8 mm). The MiROSE model (Microwave Rough Ocean Surface Emission model) is based on the experimental studies of the own thermal radio emission of the water surface, which were carried out in 2005 and 2007 on the oceanographic platform of the Black Sea Hydrophysical Experimental Facility of the Russian Academy of Sciences. This paper demonstrates the steps of the simulation for selecting the optimal functions to describe the incident angle, wind, and temperature dependences of the increment of the own water surface emission. The following parameters can be calculated on the basis of the proposed model: the increment of the brightness temperature, radio-brightness contrast, and radio-brightness temperature for horizontal and vertical polarizations of the received emission. The model is applicable to water temperatures ranging from 12.5 to 25°C, wind speeds of 3–13 m/s, and incident angles of 30°–80° measured from the nadir.
The Azimuthal Dependence of the Microwave Emissions of a Water Surface Based on Remote Measurements at the Black Sea
Abstract
This paper presents an analysis of the experimental measurements of the azimuthal anisotropy of the microwave emissions of a rough water surface. The experimental data were obtained using microwave radiometers with operating frequencies of ~37 GHz (a wavelength of ~8 mm) on the oceanographic platform of the Black Sea Hydrophysical Experimental Facility of the Russian Academy of Sciences in the period from 2005 to 2016. This paper describes the azimuthal anisotropy effect, experimental studies, measurement methods, and data processing. A qualitative comparison of the measurement results with the model calculations and other experimental studies of anisotropy was performed. It was shown that there is a strong sensitivity of the variation in the radio emissions of a rough water surface, both to the wind speed and to its direction at different incidence observation angles.
Remote Evaluation of Albedo Using Photorecording Equipment
Abstract
We developed and tested the method for determining the surface albedo using photorecording devices and solar radiation equipment. Our method is based on the utilization of commercially available measurement equipment, which allows us to correctly estimate the albedo, reducing the time spent on data collection. The calculated exposure data, parameters of the lens and photorecording devices affecting the exposure, and data on capture parameters are taken into account in the analysis of the collected photographic data to calculate the brightness of the scene. The brightness is normalized to exclude the impact of exposure metering errors. Albedo is represented as a function of the measured total solar radiation and the normalized luminance. The theoretical basics of the developed method and the results of field tests have been considered. We concluded based on the obtained results on the possibility of using the method, its further improvement and its use to collect field data.
2015–2016 Seasonal Variations of Backscattering from Natural Coverage in the Moscow Region Based on Radar Data from the Sentinel 1A Satellite
Abstract
In this paper, we discuss the time series of the coefficient of backscattering from forest cover and unused land in the Moscow region based on 29 C-band sessions of the Sentinel 1A satellite over a one-year period from March 10, 2015 to March 4, 2016. The data were interpreted using the MIMICS model of the change in the permittivity of the elements of the forest cover and the model of the change in the permittivity of the soil. The seasonal features of the change in backscattering from the forest using two polarizations of VV and VH are shown for the Losinyi Ostrov forest. A strong positive correlation was found between values of the backscattering coefficient of the forest and values of air temperature. Using the MIMICS model, we were also able to relate the annual changes in the backscattering coefficient of the forest to changes in the permittivity of the trees dependent on temperature. The soil moisture content of unused land in the vicinity of Fryazino, Moscow Region was estimated based on the radar data for 2015–2016. Data on soil moisture can be extracted using a single equation of Dubois et al., 1995 for consistent polarization and regression of Rao et al., 2003 under a number of conditions. The time series of the values of the equivalent water layer for the studied field is shown for the snow period.
Space Experiment to Measure Ionospheric Radio Signal Delays
Abstract
This paper describes a space experiment that is planned to be performed within the framework of the Russian project of the microsatellite CHIBIS AI to meaure ionospheric signal delays to determine the electron density and spatial fluctuations of the ionospheric and magnetospheric plasma. The measurements will be conducted by the phase interferometer method at two levels using signals from the onboard in-phase transmitters and GPS/GLONASS signals. The location of the radiation sources at two levels will make it possible to separate plasma variations in the ionosphere and inner magnetosphere–plasmasphere. The experimental results are of interest both for solving fundamental problems of near-Earth plasma physics and applied problems to improve positioning accuracy using global navigation systems.
Methods and Means of Satellite Data Processing and Interpretation
Models of Pattern Recognition and Forest State Estimation Based on Hyperspectral Remote Sensing Data
Abstract
Model applications of airborne hyperspectral remote sensing data for the recognition of forest stand objects and parameterization of the environmental role of forests in climatic models are discussed. The article is focused primarily on a comparison of the data obtained by ground-based forest inspections and the results of processing of hyper-spectral images of a test area. The examples of such a comparison intended to determine the net primary productivity of forests and other parameters characterizing the biodiversity of forest vegetation are considered.
The Results of Verification of Data Obtained from TerraSAR-X Spacecraft Using Ground Test Facilities
Abstract
In this paper, the experience of interaction of different organizations within the implementation of the technique of validation of the onboard special-purpose equipment (SPE) of the space system intended for the Earth remote sensing (SS ERS) in the radar range under conditions of full-scale operation. The results of estimation of the spatial resolution and radiometric characteristics of the equipment installed onboard TerraSAR-Х spacecraft are displayed. The data were obtained using the implemented technique based on the radar survey of specially manufactured ground test objects. The possibility of the continuous operation of the verification measurement system for the validation of characteristics set for the ERS radar facilities is shown.
Web-Oriented Software System for Analysis of Spatial Geophysical Data Using Geoinformatics Methods
Abstract
This work is devoted to the description of a software system that was developed using modern network and geoinformation technologies for analysis of geospatial data. The system includes a client web application, which provides access to mapping services and geoprocessing services published on the GIS server. The approach, which forms the basis of the presented system, allows researchers to access an extensive geodatabase for remote sensing and Earth sciences, as well as a set of tools for their comprehensive analysis.
Development of a Software Package for Environmental Risk Assessment Based on Materials of Repeated Remote Surveys
Abstract
This paper presents the development of a model version of a software package for analyzing the dynamics of dangerous exogenous processes in view of the assessment of natural risks. The work was performed with thermokarst processes and subsidence processes affecting linear engineering structures as examples. Software package development was based on the use of mathematical landscape morphology approaches and the corresponding mathematical models of the morphological structure. Both the expansion of existing foci and the emergence of new foci during pipeline operation were considered in the software package as causes of damage to a linear engineering structure. Decisions on the probability of damage to the structure were based on the corresponding model. The materials of repeated remote surveys served as the input data for the software package, and the probability of damage to the engineering structure within a given time was calculated as a result.
Application of Geoinformational Technologies and Aerospace Photography Materials for Monitoring the Land Irrigated by the Svetlyi Yar Irrigation System (Volgograd Oblast)
Abstract
The experience of constructing a geoinformational system (GIS) of the Svetlyi Yar irrigation system (Volgograd oblast) for monitoring the status of irrigated lands is considered. The GIS was based on comprehensive information that included remote sensing materials. Analyzing and processing these materials showed that the economic pattern in the area had changed in recent years, the area of irrigated land had decreased significantly, and the irrigation volume had decreased, bringing about a drop in the groundwater level. The structure of crops had also changed, and irrigated soils had entered the desalinization and calcareous invasion stage after the salinization stage of the 1990s.
Landsat Land Use Classification for Assessing Health Risk from Industrial Air Pollution
Abstract
This study investigated to what extent risk estimates can be modified by involving in the process readily available space data and well-tested processing methods. We classify Landsat data for these types using the support vector algorithm and small characteristic training sites for each type. The dispersion modeling problem, unlike most classification tasks, is tolerant of unclassified areas. We show that the classification obtained is better than available global maps based on MODIS or Landsat. For a large chemical plant, we perform dispersion modeling and calculate the maximal hourly concentrations and acute risk from the main pollutant. We compare several versions of calculated risk based on the surface parameters assessed from global maps and variants of Landsat classification to show that the latter are twice as accurate as the former (with a ~20 and ~40% error, respectively). Risk estimates are shown to vary considerably (by ~25%) depending on the yearly set of Landsat data used, so that using multi-year data is a must, unless land use changes considerably over the period. Thus, in assessing the hazard from air pollution from any specific plant, which is an obligatory procedure for establishing the plant’s sanitary protection zone and obtaining the pollutant emission permit, it is desirable to use Landsat data.
Comparative Analysis of Errors in Monitoring the Earth’s Global Energy Budget by the Lunar Observatory and Orbiters
Abstract
The errors in measurements of the energy of the reflected solar radiation and the thermal radiation emitted from Earth entering space in all directions from the top of the atmosphere are analyzed. The potentials of measurements onboard the Lunar Observatory (LO) and spacecraft (SC) on geostationary and solar-synchronous orbits and at the L1 Lagrange point of the Sun–Earth system (SEL1) are compared. To take into account the radiation from the edge of the Earth’s disk, which cannot be observed from a geostationary orbiter at all phase angles, theoretical models should be constructed. The intensity distribution of radiation reflected to space through all other directions in dependence on the surface type, the radiation incidence angle, and the observation angle is also modeled. The actual inaccuracy of these methods is approximately 1%. At the SEL1 point, a SC may simultaneously observe the whole surface of the planet only at a phase angle α = 0° and only in the periods when the Moon does not eclipse the Earth’s disk. To take into account the radiation reflected to space at all other phase angles, it is necessary to construct theoretical models. This fact, as well as the lack of observations during lunar eclipses of the Earth, is connected with large errors in the required quantities. The system of two optical robotic telescopes mounted on the LO will sequentially survey the Earth’s surface almost in all ranges of phase angles. The annual averages of the Bond albedo and the emitted thermal radiation of the Earth as a planet determined at the LO and the corresponding deviations of the annual average global energy budget of the planet from the equilibrium state will be almost an order of magnitude more accurate than those determined from the data of any orbiter.
Estimating the Water Turbidity in the Selenga River and Adjacent Waters of Lake Baikal Using Remote Sensing Data
Abstract
The relationship between the DN/reflectance values of Landsat 5 TM, Landsat 8 OLI, and U-K‑DMC2 SLIM-6-22 imagery and the concentration of total suspended matter (TSM) in the water was determined on the basis of field turbidity measurements in 2011 and 2013. The determination coefficient R2 for all of the relationships exceeds 0.84, indicating their high reliability. The average deviation of the calculated values from in-situ measurements varies from 2 to 7 mg/L (from 11 to 29% of the range of values). The most accurate model was obtained for the 2013 data, when the field turbidity measurements were most numerous (approximately 100). The concentration of suspended matter in the waters of Lake Baikal was mapped taking the effect of different penetration depths for solar radiation of different wavelengths into account. We also tested the applicability of imagery of Landsat and UK-DMC2 satellites for mapping the turbidity in the branches of the Selenga Delta and compared the results with the results of processing of high spatial resolution imagery of SPOT 6 NAOMI and experimental hyperspectral images of the ULM Headwall taken in the framework of the Leman–Baikal project.
GIS-Oriented Database on Seismic Hazard Assessment for Caucasian and Crimean Regions
Abstract
Zones of higher seismic hazard occupy about 20% of Russia’s territory, and 5% are characterized by extremely high hazard. These latter are, in particular, regions of Caucasus and Crimea with an aggregate population of about 15 M people. In order to assess seismic hazard and to minimize the consequences of possible earthquakes in these regions, a special-purpose database has been created for these regions; this database and a multifunctional user interface for its operation are currently being developed. For the first time, one software environment has integrated the most complete results on recognizing zones of higher seismicity by independent methods and the initial data on which the recognition was based. Thus, the system allows integrated multi-criteria seismic hazard assessment in a given region. The use of a modern geographic informational system (GIS) has made the preparation, organization, and analysis of these data considerably easier. The GIS makes it possible on the basis of a comprehensive approach to seismic hazard assessment to group and visualize the respective data in an interactive map. The analytical and interactive query tools integrated in the GIS allow a user to assess the degree of risk in regions under consideration based on different criteria and methods. The seismic hazard assessment database and its user interface were achieved using ESRI ArcGIS software, which completely satisfies the scaling requirement in terms of both functionality and data volume.
Evaluation of the Species Composition and the Biological Productivity of Forests Based on Remote Sensing Data with High Spatial and Spectral Resolution
Abstract
The application of hyperspectral remote sensing of high spatial resolution is compared to conventional ground-based forest surveys on sample plots and is considered as a possible alternative to these labor-intensive works. Pattern recognition methods have become the principal approach used to solve this type of applied problems. Pattern recognition processing of hyperspectral images serves to identify different classes of objects as well as to determine their parameters, such as the net primary productivity of forests with different ages and species composition. The employed classifiers use the latest advances in forest pattern recognition based on hyperspectral images. The classification accuracy is compared to the accuracy of ground-based observations. The results indicate the promise of the proposed novel approach.
Spacecraft, Space Systems, and Programs for Exploration of the Earth from Space
The IKFS-2 Infrared Fourier-Transform Spectrometer Operating Onboard the Meteor-M No.2 Satellite
Abstract
The results of the commissioning of the IKFS-2 instrument and its subsequent operation onboard the Meteor-M no. 2 polar orbiting meteorological satellite are presented. Comparison of the IKFS-2 data with independent satellite measurements shows that its performance characteristics are in accordance with the design specification. It is therefore possible to realize the IKFS-2 mission objectives for obtaining data on the meteorological parameters and composition of the atmosphere.
The Satellite Atmospheric Sounder IKFS-2: 2. Validation of the Temperature Sounding of the Atmosphere
Abstract
The validation of measurements of vertical temperature profiles by the IKFS-2 instrument (the Meteor-M no. 2 satellite) in cloudless conditions was based on the comparison with radiosonde measurements and data from NCEP GFS analysis. Vertical resolution matching is shown to decrease the root-mean-square (RMS) difference between the results provided by the two measurement methods by 0.2–1 K depending on the altitude in the atmosphere. When the vertical resolution is matched the absolute values of the mean differences between the satellite and the radiosonde measurements do not exceed 1 K and the mean square differences vary from 1.2 to 1.8 K, except for the surface layer, where they reach 2 K and 4 K, respectively. The RMS differences between the satellite temperature measurements and NCEP GFS data show worse agreement over the ground (up to 2 K against 1.2–1.5 K for sounders). In the 300–600 hPa pressure interval, the RMS difference between satellite and NCEP GFS data is less than 1 K over water surface but increases to 1.5–2 K over land. In the cloudless cases, the accuracy of sounding over water surface by IKFS-2 (when compared with the analysis results) approaches the accuracy displayed by IASI, which is functionally similar to IKFS-2.
Ground-Based Field Measurements and Calibrations of a New Satellite Spectrometer for Monitoring the Earth’s Ozone Layer
Abstract
The results obtained from test ground-based measurements with a new satellite instrument for mo-nitoring the Earth’s ozone layer are considered. The developed spectrometer, called ozonometer-TM, is to be installed aboard small near-Earth spacecraft (Ionosphere). The ozonometer-TM has been developed for monitoring the total ozone content based on the nadir satellite measurements of reflected and scattered light. This instrument operates within a spectral range of 300–500 nm with a spectral resolution of about 0.3–0.6 nm. Its qualification prototype has been manufactured and a number of test ground-based measurements have been performed at the Kislovodsk High-Mountain Station and in Orel. Estimates of the total ozone content have been obtained and compared with independent satellite data obtained during practically the same time period.
Correcting for Cryoprecipitation in the Calibration of IR Channels of the MSU-MR Radiometer
Abstract
The presence of cryoprecipitation, which forms a thin film on the input windows of infrared (IR) detectors and distorts the signal, is a major issue in calibration of IR channels of the multispectral scanning imager–radiometer (MSU-MR) aboard Meteor-M No. 2. A model of signal attenuation in transmission through such films and a method for calculating this attenuation were developed. Correction functions for the detected signal were obtained. The developed algorithms were used for cross-calibration between the MSU-MR IR channels and the corresponding channels of the advanced very-high-resolution radiometer of MetOp satellites. An algorithm for calculating the sea surface temperature (SST) based on the non-linear SST technology (split-window technology) was developed and verified by comparison with in situ data. The SST calculation error was less than 0.8°C for the entire sample, which satisfies world quality standards. The stability of calibration parameters within an interval of two years was demonstrated.
Analysis of Approaches to the Systematization of Thematic Tasks Using Remote Sensing Data
Abstract
Systematization of thematic tasks that are solved using remote sensing data (RSD) is one of the ways to improve the effectiveness of the practical application of the results of space activities. Different approaches to the selection of priorities and thematic areas for the use of RSD are shown based on the example of separate world and Russian space monitoring programs. The results of the analysis of the considered approaches make it possible to identify a number of principles for constructing an integrated information platform whose purpose is to formulate a strategy and determine the prospects for the development of domestic remote monitoring programs in the first approximation. Current tendencies in remote sensing show that the content of such a platform goes beyond the sectoral, instrumental, regional, and other classifications. The development of a comprehensive classifier of thematic tasks can be the first step for implementing such a platform.