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Identification of Surface-Carbonate Soils and Soils with Variegated Underlying Rocks Using Classification of Space Image, the South of Volga Upland

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1. Título Título do documento Identification of Surface-Carbonate Soils and Soils with Variegated Underlying Rocks Using Classification of Space Image, the South of Volga Upland
2. Autor principal Autor, estabelecimento, país I. Gorokhova; Dokuchaev Soil Science Institute; Rússia
2. Autor principal Autor, estabelecimento, país N. Khitrov; Dokuchaev Soil Science Institute; Rússia
2. Autor principal Autor, estabelecimento, país L. Tarnopolsky; Geoinformation Research Centre of the Russian Academy of Sciences; Rússia
3. Assunto Disciplinas
3. Assunto Palavras-chave spectral brightness; stony soils; sandy soils; surface-effervescent soils; variegated loams; Kastanozems (Aric); Solonetz (Aric)
4. Descrição Resumo

The aim of the work is to reveal the correlations between the spectral characteristics of the open soil surface in the Pleiades image (04/25/2020) and soils in a key plot with a complex soil cover pattern in the southern part of the Volga upland (Volga-Don irrigation system, Volgograd oblast). The territory is characterized by high lithological heterogeneity: Paleogene and Neogene sands and loams are overlain by a cover of Quaternary brown loams of variable thickness from 1–2 m to complete wedging. The soil cover is represented by light chestnut solonetzic complexes complicated by a mosaic of lithological variants and erosion-accumulative combinations. Basing on digital methods of processing the spectral characteristics of the satellite image and the use of ground-based soil information, eight soil groups were separated and a map of their distribution was created for a key plot of 343 ha. Soil groups differ in general features of the soil surface due to the presence and amount of rubble and stones, the texture of the surface horizon (from sand to medium loam), the presence of brightened crusts on the surface, the presence or absence of HCl effervescence from the surface, depending on the thickness of the first lithological layer. Within individual groups, soils with different profile structures (agro chestnut, agrozems, agrosolonetzes) are combined. Soils of the same type and sometimes subtype fall into different groups according to spectral characteristics. This is due to the incomplete correspondence of the properties of the soil surface, which affect the spectral characteristics, and the internal structure of the soil profile as a whole.

5. Editor Organizador, cidade The Russian Academy of Sciences
6. Contributor Patrocinadores
7. Data (DD-MM-AAAA) 15.08.2024
8. Tipo Tipo ou gênero da pesquisa Artigo avaliado por pares
8. Tipo Tipo Artigo científico
9. Formato Formato do arquivo
10. Identificador Identificador universal, URI https://vestnikugrasu.org/0032-180X/article/view/666598
10. Identificador Digital Object Identifier (DOI) 10.31857/S0032180X24080016
10. Identificador eLIBRARY Document Number (EDN) KNVXRQ
11. Fonte Revista/Conferêcia, tomo, número (ano) Počvovedenie; Nº 8 (2024)
12. Língua Russian=ru, English=en ru
13. Relação Arquivos suplementares Fig. 1. Location of the Volga-Don OS shown on the space image from Google Earth portal (Pleiades, 25.05.2021) (a); territory of Irrigated Experimental Station and key research area on the space image (Sentinel-2, 28.06.2020) (b) (578KB)
Fig. 2. Error matrix of classified soil image (8 classes) from Pleiades high-resolution satellite image, 25.04.2020, in pixels (control sample) (86KB)
Fig. 3. Key research area and field sampling points (2022) on Pleiades satellite image (25.04.2020) (a) (field numbers are shown in large italics on the image, letter and numeric values - numbers of sampling points); result of space image classification into 8 classes (b): 1 - stony from the soil surface; 2 - sandy very slightly stony from the soil surface with no boiling from HCl; 3 - very slightly stony agrosolonts with lightened crusts on the surface with no boiling; 4 - very slightly stony loamy soils with no boiling from the surface; 5 - very slightly stony boiling from the soil surface on dichotomous deposits with thickness of the first lithological layer of loam about half a metre; 6 - very slightly stony soils not boiling from the soil surface on diclastic deposits with thickness of the first lithological layer of loams about half a metre; 7 - soils boiling from the soil surface on pale-brown loams with thickness of 70 cm and more; 8 - soils not boiling from the soil surface on pale-brown loams with thickness of 70 cm and more (777KB)
Fig. 4. Schematic of soil features affecting the spectral brightness of the space image (Pleiades, 25.04.2020). The dotted frames show the intervals of the mean spectral brightness in four channels for several sampling points in each soil group (groups 4-8) and non-interval values for a single sampling point (groups 1-2) (475KB)
Fig. 5. Share of eight soil groups at the key site identified by spectral characteristics of the space image. For group designations see Fig. 3 (44KB)
14. Cobertura Abrangência espacial e temporal, metodologia de pesquisa
15. Direitos Autorais Direitos Autorais e Licenças Declaração de direitos autorais © Russian Academy of Sciences, 2024