Nº 2 (2025)
- Ano: 2025
- Artigos: 8
- URL: https://journals.eco-vector.com/0205-9614/issue/view/13650
Edição completa
МЕТОДЫ И СРЕДСТВА ОБРАБОТКИ И ИНТЕРПРЕТАЦИИ КОСМИЧЕСКОЙ ИНФОРМАЦИИ
Digital mapping of organic carbon content and stocks in soils of Cis-Salair drained plain using the Google Earth Engine online platform and the Random Forest algorithm
Resumo
For a key site on the Cis-Salair drained plain, digital mapping of the content of soil organic carbon (SOC) in the topsoil (0–30 cm) was conducted using the random forest algorithm implemented on the Google Earth Engine cloud platform. The following were used as predictors in the random forest model: 1) 19 bioclimatic variables from WorldClim; 2) 5 climatic variables calculated based on WorldClim data and soil-climate atlas data; 3) 8 vegetation indices calculated based on Landsat 8 OLI images; 4) 26 morphometric characteristics of the terrain calculated based on the ALOS DEM; 5) 2 variables describing the spatial location. The correlation coefficients (R) between the content of SOC and the values of the predictors were taken into account when forming sets of predictors: 1) BIO11+RVI; 2) Longitude+CNBL; 3) SAT10+CC+Texture; 4) 60 predictors; 5) 42 (without relief curvatures, vegetation indices and predictors with zero values); 6) 37 (all with R > ±0.5); 7) 32 (all with R > ±0.3 without vegetation indices); 8) 27 (all with R > ±0.5 without vegetation indices); 9) 23 (without BIO1–19, relief curvatures, vegetation indices and predictors with zero values). The result of modeling the content of SOC based on 32 predictors and a training dataset (n=42) with a lower RMSE (0.72) was chosen as the best. Based on this model, a soil bulk density map was compiled using a pedotransfer function. This data, together with a map of the SOC content, was used to create a map of SOC stock. The SOC content in the arable layer (0–30 cm) varied from 1.3 to 6.1%, according to the actual data. The SOC stocks ranged from 84 t/ha to 203 t/ha. The highest levels of SOC content and stocks were found in the soils in the upper part of the slope. A gradual decrease in these values was noted as one moved downhill. The soil bulk density ranged from 1.20 g/cm³ to 1.36 g/cm³ and increased as one moved downhill, indicating a reverse trend compared to the SOC content and stocks. The total SOC stock in the arable layer (0–30 cm) of the soils of the studied territory with an area of 225 hectares amounted to 28.7 kt.



Mapping of hydrothermal-metasomatic alterations for forecasting gold mineralization based on processing of the Landsat 8 remote sensing spacecraft dataset in the Ahaggar Shield (Southern Algeria)
Resumo
Mapping of hydrothermal-metasomatic alterations in the Ahaggar, Southern Algeria, was first performed using the Landsat 8 satellite imagery. This area is promising for gold mineralization. The objective of the study was to identify similar patterns in the distribution of hydrothermal-metasomatic alterations to develop forecast and exploration criteria for the gold ore type of mineralization. Thus, it was established that the areas in the Ahaggar Shield promising for gold mineralization localized along and/or inside the transregional fault zone, which controls ore mineralization confined to the periphery of large morphostructures (400 to 800 km in diameter) of the 1st order. Such morphostructures should be complicated by ring, arc structures of the 2nd and higher ranks and faults of NNW and NNE strikes with a length of more than 100 km, or weakened zones along which intrusions of dikes of medium (gabbro-diorites, diorites) composition associated with gold ore mineralization are recorded. In addition, metasomatic halos of a significant area (more than 30 km2) with increased values of indices of oxides of di- (magnetite) and trivalent iron (hematite), and to a lesser extent oxides and hydroxides of iron (limonite) and hydroxyl- (Al-OH, Mg-OH), carbonate-containing minerals and oxides should be manifested in potentially ore-bearing volcanic structures.



ИСПОЛЬЗОВАНИЕ КОСМИЧЕСКОЙ ИНФОРМАЦИИ О ЗЕМЛЕ
Monitoring of mud-volcanic fluid manifestations in the Caspian Sea according to multispectral satellite data
Resumo
In this paper, 180 cases of mud-volcanic fluid (MVF) manifestations on the marine surface and in the near-surface layer of the Caspian Sea in the area of Cheleken-Livanovsk Rise in 2019-2021 were detected and studied based on the results of satellite monitoring using multispectral satellite data. For the areas of MVF manifestations, the reflectance was analyzed in 7 spectral bands of the Landsat-8 and Sentinel-2A/B equipment in the wavelength range of 0.44–2.2 µm. Significant positive contrasts in Violet (~0.44 µm), Blue (~0.48 µm), and Green (~0.56 µm) spectral bands due to the presence of suspended matter and gas bubbles in the near-surface layer of the water column were detected in the areas of MVF manifestations. Mathematic expectations of Weber contrasts in those spectral bands varied in a range between С~0.47 and С~0.77. Complex analysis of spatiogeometric MVF manifestation characteristics and region bathymetry map allowed us to find coordinates of emission sources that corresponded to the peak of the mud-volcanic shoal.



Comparison of the images of hot spots and mantle plumes of various types in the lithospheric magnetic anomalies field
Resumo
The spatial distribution of the lithospheric magnetic anomalies Maps of the spatial distribution of the lithospheric magnetic anomaly field for three hot spot areas: Hawaii, Afar and Iceland were analyzed in order to solve the interdisciplinary problem of the hot spots and mantle plumes impact on the lithosphere. To construct the plume and hot spot magnetic images the experimental data of the CHAMP satellite was used which were obtained in the last year of its operation, 2010, at a minimum level of 280-260 km. The database of the anomalous magnetic field parameters has been supplemented for areas where materials on these hot spots were already available, and new data has been obtained for the part of the Pacific Ocean where the Hawaiian hotspot is located. Maps of lithospheric magnetic anomalies have been constructed for the central Pacific Ocean, the East African rift zone and the North Atlantic. It is shown that magnetic images of the various types of hotspots: oceanic Hawaiian, continental Ethiopian and island Icelandic appear themselves in different ways, which reflect the consequences of tectonic processes that took place earlier and are currently developing in the territories under consideration. It is shown that the use of satellite observations of the lithospheric magnetic field in areas with mantle plume activity when being combined with other geological and geophysical regional data could add considerable information to the overall picture of the tectonic processes study.



Quantitative regularities of the morphological structures formed by the linear dunes plains based on space imagery
Resumo
The work presents the results of a study of the structure of a landscape pattern formed by clusters of longitudinal (linear) dunes using methods of mathematical morphology of the landscape. Quantitative patterns of the distribution of the lengths of dunes (lognormal distribution) and the spatial distribution of the points of origin, termination and intersection of Aeolian forms (Poisson distribution) in different physical and geographical regions have been revealed. The similarity of the structure of the drawings with other types of Aeolian morphogenesis is indicated.



Analysis of the dynamics of lake thermokarst activation for the period 1966-2021 (using the example of a swampy area of the Yana-Indigirka Lowland)
Resumo
The activation of thermokarst processes due to climate warming over the past decades in the permafrost zone is observed almost everywhere. Numerous studies are dedicated to examining these processes, with special attention given to the quantitative patterns of thermokarst lakes and their dynamics. The goal of this research was to analyze the dynamics of thermokarst lakes and assess their quantitative characteristics based on satellite imagery, as well as to explore the relationship between the dynamics of thermokarst lakes and climate changes. The study was conducted using a section of the Yana-Indigirka Lowland in northern Yakutia, based on a series of satellite images from Corona, Landsat 7, and Sentinel-2 over six observation periods: 1966, 1976, 1999, 2007, 2013, and 2021, as well as the ArcticDEM digital elevation model (2 m/pixel). A total of 248 lakes and 303 alas depressions were identified in the study area, and the lakes were classified into six main types based on their form and location. The research revealed a general increase in both the area and number of lakes over the entire observation period, although the dynamics of the lakes were variable. Residual lakes within alases consistently showed a decrease in area, indicating further drying, whereas thermokarst lakes within alases grew in 1976 and 2007, but in other years, their overall area decreased. In 1999 and 2013, lake areas increased by 3.1% and 20%, respectively, while in other years, there was a slight reduction in lake area. The total number of lakes increased by 90 by 2021. New lakes were noted in class of lakes outside the alases and lakes in alases categories. There was also an increase in the number of class of residual lakes, indicating the drying of lakes in other classes and their transformation into residual lakes within alases. The emergence of new alases was observed in 1976, 2013, and 2021, indicating the drying of some lakes and a reduction in total lake area. An analysis of temperature anomalies shows a general increase after 1999, with this period also marking the beginning of the rise in the number and area of lakes.



Structural position of the magellan mountains (Pacific Ocean) ironmanganese mineralization according to morphotectonic and cosmogeological data
Resumo
The use of morphostructural analysis and cosmogeological decoding methods by the working with the underwater Magellan Mountains relief visualized digital models made it possible to identify the spatial and hierarchical organization of ring anomalies and lineaments, correlated, respectively, with focal structures and fault zones of different ranks. According to complex investigations results and available regional geological materials, the decisive importance in the formation and development of the concerned mountain system attaches to the phenomena of mantle diapirism and basaltoid volcanism, which were realized discretely in time during the Cretaceous – Middle Miocene chronological period. The large (radius about 270 km) focal system which are correlated with the underlitospheric mantle diapir projection and expressed in the relief as relict magmatic swell had played the main role in Fe, Mn, Co mineralization distribution within the Magellan Mountains investigated district. The ore mineralization formation was going on differentially in time and space over a time long period starting from the Late Cretaceous (Campanian-Maasticht), against the background of a constantly renewed concentration of Fe, Mn, Co metals in the bottom layers of the water column due to hydrotherms and galmyrolysis phenomena. The radial-concentric distribution of ore mineralization is typical for the relict swell uplift, for individual paleovolcanic structures and their groupings correlated with large guyots. The obtained data served as the basis of forecast criterions for this mineralization type.



Identification of shifts and thrusts of the Yukka-Toksovsky fault zone in the vicinity of St. Petersburg based on remote sensing data
Resumo
The structural features of the Yukki-Toksovskaya zone of strike-slip faults are considered. The results of the analysis of satellite images of the Yukki-Toksovskaya zone allow us to take a different look at the latest tectonics and geology of the area. The materials show a lens-shaped shear zone, which is atypical for the platform area. Inside the fault zone, bodies of giant tectonic breccia are mapped in the form of rhombohedrons, which are uncharacteristic for this area. The Yukki-Toksovo zone has been studied using structural analysis methods at the level of axial fault zones and fault planes. A description is given of the outcrops located on the fault axes or their wings. The kinematic types of faults are justified by studying the position of thrusts on their wings. A spectral seismic profile across a seismogenic scarp and one of the faults is presented. The magnitudes of vertical and horizontal movements along faults were measured based on the displacement of rocks of the marker horizon. Vertical fault planes have been studied and their genetic connection with thrust faults has been revealed as the development of a single shear zone. Zones of shear failures of several types were discovered. Shifts and thrusts have been identified in the near-surface part of the section of Upper Quaternary deposits. The faults of the Yukki-Toksovo zone are defined as left-lateral strike-slip faults. A preliminary assessment of the velocities of horizontal movements along the faults of the Yukki-Toksovo zone has been made. It is proposed to use the territory of the Yucca-Toksovo fault zone as a testing ground for studying Holocene paleoearthquakes.


