Pedotransfer functions by geotecnologies associated with photopedology for pedological mapping in agricultural areas of São Paulo State

• Grant number: 16/01597-9
• Support Opportunities: Scholarships in Brazil - Doctorate (Direct)
• Start date: March 01, 2016
• End date: August 31, 2020
• Field of knowledge: Agronomical Sciences - Agronomy - Soil Science
• Principal Investigator: José Alexandre Melo Demattê
• Grantee: José Lucas Safanelli
• Host Institution: Escola Superior de Agricultura Luiz de Queiroz (ESALQ). Universidade de São Paulo (USP). Piracicaba , SP, Brazil
• Associated research grant: 14/22262-0 - Geotechnologies on a detailed digital soil mapping and the Brazilian soil spectral library: development and applications, AP.TEM
• Associated scholarship(s): 18/21356-1 - Geotechnologies for mapping agricultural soils of São Paulo state, BE.EP.DD

Abstract

The main goal of this project is to produce a semi-detailed soil map of agricultural areas of São Paulo State through photopedology and digital pedotransfer functions. The map level will accord with the final evaluated assertiveness. Datasets of São Paulo State will be organized in: known areas with soil classes (existents maps); georeferenced areas with soil analysis and classification, geological maps, geomorphological maps, satellite maps with bare soil, digital elevation models and colored aerial photographs. The colored aerial photographs will be uploaded in 3D SOCET gXP v4.1 On the screen, it will be delimitated the physiographic forms with human interpretation, based on descriptive data. The polygons will be correlated with existent soil maps in semi-detailed level (IAC official squares), and with mapped and descripted areas from Soil Science Department in detailed level. After this, will be produced two maps: 1) the polygons that keep elevation, form, geology and other data will be correlated with mapping units of the previously maps. Thus, the remaining polygons will be classified by pedotransfer functions; 2) in the second approach, the known soil classes polygons will be linked with local characteristics, that will be extrapolated for all the pixels of the region, generating a new map; 3) in this last approach, the photopedological map and the digital map (second approach) will generate a complete map. The three maps will be compared, and the validation will be done directly in field, in different areas of São Paulo State. (AU)

Scientific publications

(19)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

POPPIEL, RAUL R.; LACERDA, MARILUSA P. C.; DEMATTE, JOSE A. M.; OLIVEIRA JR, MANUEL P.; GALLO, BRUNA C.; SAFANELLI, JOSE L.. Pedology and soil class mapping from proximal and remote sensed data. Geoderma, v. 348, p. 189-206, AUG 15 2019. (16/01597-9)

MENDES, WANDERSON DE S.; MEDEIROS NETO, LUIZ G.; DEMATTE, JOSE A. M.; GALLO, BRUNA C.; RIZZO, RODNEI; SAFANELLI, JOSE L.; FONGARO, CAIO T.. Is it possible to map subsurface soil attributes by satellite spectral transfer models?. Geoderma, v. 343, p. 269-279, JUN 1 2019. (16/26124-6, 14/22262-0, 16/01597-9)

GALLO, BRUNA C.; DEMATTE, JOSE A. M.; RIZZO, RODNEI; SAFANELLI, JOSE L.; MENDES, WANDERSON DE S.; LEPSCH, IGO F.; SATO, MARCUS V.; ROMERO, DANILO J.; LACERDA, MARILUSA P. C.. Multi-Temporal Satellite Images on Topsoil Attribute Quantification and the Relationship with Soil Classes and Geology. REMOTE SENSING, v. 10, n. 10, OCT 2018. (16/26124-6, 14/22262-0, 16/01597-9)

MELLO, FELLIPE A. O.; BELLINASO, HENRIQUE; MELLO, DANILO C.; SAFANELLI, JOSE L.; MENDES, WANDERSON DE S.; AMORIM, MERILYN T. A.; GOMEZ, ANDRES M. R.; POPPIEL, RAUL R.; SILVERO, NELIDA E. Q.; GHOLIZADEH, ASA; et al. Soil parent material prediction through satellite multispectral analysis on a regional scale at the Western Paulista Plateau, Brazil. GEODERMA REGIONAL, v. 26, SEP 2021. (18/12532-0, 14/22262-0, 16/26124-6, 16/01597-9)

POPPIEL, RAUL R.; LACERDA, MARILUSA P. C.; DEMATTE, JOSE A. M.; OLIVEIRA, JR., MANUEL P.; GALLO, BRUNA C.; SAFANELLI, JOSE L.. Soil class map of the Rio Jardim watershed in Central Brazil at 30 meter spatial resolution based on proximal and remote sensed data and MESMA method. DATA IN BRIEF, v. 25, AUG 2019. (16/01597-9)

SOUZA, ARNALDO B.; DEMATTE, JOSE A. M.; MELLO, FELLIPE A. O.; SALAZAR, DIEGO F. U.; MENDES, WANDERSON S.; SAFANELLI, JOSE L.. Ratio of Clay Spectroscopic Indices and its approach on soil morphometry. Geoderma, v. 357, JAN 1 2020. (16/26124-6, 14/22262-0, 16/01597-9)

MENDES, WANDERSON DE SOUSA; DEMATTE, JOSE A. M.; MINASNY, BUDIMAN; SILVERO, NELIDA E. Q.; BONFATTI, BENITO R.; SAFANELLI, JOSE LUCAS; RIZZO, RODNEI; DA COSTA, ANTONIO CARLOS SARAIVA. Free iron oxide content in tropical soils predicted by integrative digital mapping. SOIL & TILLAGE RESEARCH, v. 219, p. 12-pg., 2022-05-01. (14/22262-0, 16/26124-6, 16/01597-9)

BELLINASO, HENRIQUE; SILVERO, NELIDA E. Q.; CHIMELO RUIZ, LUIS FERNANDO; ACCORSI AMORIM, MERILYN TAYNARA; ROSIN, NICOLAS AUGUSTO; MENDES, WANDERSON DE SOUSA; BARBOSA DE SOUSA, GABRIEL PIMENTA; ARAUJO SEPULVEDA, LENO MARCIO; DE QUEIROZ, LOUISE GUNTER; NANNI, MARCOS RAFAEL; et al. Clay content prediction using spectra data collected from the ground to space platforms in a smallholder tropical area. Geoderma, v. 399, OCT 1 2021. (16/26124-6, 14/22262-0, 16/01597-9)

BONFATTI, BENITO R.; DEMATTE, JOSE A. M.; MARQUES, KARINA P. P.; POPPIEL, RAUL R.; RIZZO, RODNEI; MENDES, WANDERSON DE S.; SILVERO, NELIDA E. Q.; SAFANELLI, JOSE L.. Digital mapping of soil parent material in a heterogeneous tropical area. Geomorphology, v. 367, OCT 15 2020. (18/12678-5, 16/26124-6, 15/16172-0, 14/22262-0, 16/01597-9, 18/23760-4, 20/04306-0)

SAFANELLI, JOSE LUCAS; MELO DEMATTE, JOSE ALEXANDRE; DOS SANTOS, NATASHA VALADARES; ROSAS, JORGE TADEU FIM; QUINONEZ SILVERO, NELIDA ELIZABET; BONFATTI, BENITO ROBERTO; MENDES, WANDERSON DE SOUSA. Fine-scale soil mapping with Earth Observation data: a multiple geographic level comparison. Revista Brasileira de Ciência do Solo, v. 45, 2021. (16/01597-9, 14/22262-0, 18/21356-1)

BARROS E SOUZA, ARNALDO; DI RAIMO, LUIS AUGUSTO DI LORETO; DE MELLO, DANILO CESAR; GUIMARAES, CLECIA CRISTINA B.; URBINA-SALAZAR, DIEGO F.; SILVA, SERGIO HENRIQUE GODINHO; CURI, NILTON; DEMATTE, JOSE A. M.. Surface reflectance and pXRF for assessing soil weathering indexes. Journal of South American Earth Sciences, v. 115, p. 10-pg., 2022-03-04. (16/01597-9, 16/26124-6, 14/22262-0)

SAFANELLI, JOSE LUCAS; CHABRILLAT, SABINE; BEN-DOR, EYAL; DEMATTE, JOSE A. M.. Multispectral Models from Bare Soil Composites for Mapping Topsoil Properties over Europe. REMOTE SENSING, v. 12, n. 9, MAY 2020. (18/21356-1, 16/01597-9)

FONGARO, CAIO T.; DEMATTE, JOSE A. M.; RIZZO, RODNEI; SAFANELLI, JOSE LUCAS; MENDES, WANDERSON DE SOUSA; DOTTO, ANDRE CARNIELETTO; VICENTE, LUIZ EDUARDO; FRANCESCHINI, MARSTON H. D.; USTIN, SUSAN L.. Improvement of Clay and Sand Quantification Based on a Novel Approach with a Focus on Multispectral Satellite Images. REMOTE SENSING, v. 10, n. 10, OCT 2018. (16/01597-9, 14/22262-0, 17/03207-6, 13/18769-9, 16/26124-6, 13/20377-1)

MELO DEMATTE, JOSE ALEXANDRE; FONGARO, CAIO TROULA; RIZZO, RODNEI; SAFANELLI, JOSE LUCAS. Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images. REMOTE SENSING OF ENVIRONMENT, v. 212, p. 161-175, JUN 2018. (13/18769-9, 14/22262-0, 16/01597-9, 13/20377-1)

POPPIEL, RAUL R.; LACERDA, MARILUSA P. C.; SAFANELLI, JOSE L.; RIZZO, RODNEI; OLIVEIRA, JR., MANUEL P.; NOVAIS, JEAN J.; DEMATTE, JOSE A. M.. Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil. REMOTE SENSING, v. 11, n. 24, DEC 2 2019. (16/26124-6, 14/22262-0, 16/01597-9)

SAFANELLI, JOSE L.; DEMATTE, JOSE A. M.; CHABRILLAT, SABINE; POPPIEL, RAUL R.; RIZZO, RODNEI; DOTTO, ANDRE C.; SILVERO, NELIDA E. Q.; MENDES, WANDERSON DE S.; BONFATTI, BENITO R.; RUIZ, LUIS F. C.; et al. Leveraging the application of Earth observation data for mapping cropland soils in Brazil. Geoderma, v. 396, AUG 15 2021. (18/21356-1, 14/22262-0, 16/01597-9)

BARROS E SOUZA, ARNALDO; DEMATTE, JOSE A. M.; BELLINASO, HENRIQUE; DE MELLO, DANILO CESAR; DA SILVA LISBOA, CAROLINE JARDIM; DE OLIVEIRA MELLO, FELLIPE ALCANTARA; MARQUES, KARINA P. P.; BISPO DE RESENDE, MARIA EDUARDA; REIS, JOSIMAR VIEIRA; MANCINI, MARCELO; et al. A sensors-based profile heterogeneity index for soil characterization. CATENA, v. 207, DEC 2021. (17/22292-4, 14/22262-0, 16/26124-6, 16/01597-9)

SAFANELLI, JOSE LUCAS; POPPIEL, RAUL ROBERTO; CHIMELO RUIZ, LUIS FERNANDO; BONFATTI, BENITO ROBERTO; DE OLIVEIRA MELLO, FELLIPE ALCANTARA; RIZZO, RODNEI; DEMATTE, JOSE A. M.. Terrain Analysis in Google Earth Engine: A Method Adapted for High-Performance Global-Scale Analysis. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, v. 9, n. 6, JUN 2020. (14/22262-0, 16/01597-9)

POPPIEL, RAUL ROBERTO; COELHO LACERDA, MARILUSA PINTO; RIZZO, RODNEI; SAFANELLI, JOSE LUCAS; BONFATTI, BENITO ROBERTO; QUINONEZ SILVERO, NELIDA ELIZABET; MELO DEMATTE, JOSE ALEXANDRE. Soil Color and Mineralogy Mapping Using Proximal and Remote Sensing in Midwest Brazil. REMOTE SENSING, v. 12, n. 7, APR 2020. (16/26124-6, 14/22262-0, 16/01597-9)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

SAFANELLI, José Lucas. Leveraging the application of Earth observation data for mapping and monitoring cropland soils. 2020. Doctoral Thesis - Universidade de São Paulo (USP). Escola Superior de Agricultura Luiz de Queiroz (ESALA/BC) Piracicaba.