E-Sensing: big earth observation data analytics for land use and land cover change information

• Grant number: 14/08398-6
• Support Opportunities: Research Grants - eScience and Data Science Program - Thematic Grants
• Start date: January 01, 2015
• End date: December 31, 2018
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Principal Investigator: Gilberto Camara Neto
• Grantee: Gilberto Camara Neto
• Host Institution: Instituto Nacional de Pesquisas Espaciais (INPE). São José dos Campos , SP, Brazil
• City of the host institution: São José dos Campos
• Principal investigators: João Vianei Soares ; Leila Maria Garcia Fonseca ; Lúbia Vinhas ; Maria Isabel Sobral Escada
• Associated researchers: Camilo Daleles Rennó ; Emiliano Ferreira Castejon ; Gilberto Ribeiro de Queiroz ; Ieda Del'Arco Sanches ; Julio Cesar Lima Dalge ; KARINE REIS FERREIRA GOMES ; Luis Eduardo Pinheiro Maurano ; Marisa da Motta ; Pedro Ribeiro de Andrade Neto ; Ricardo Cartaxo Modesto de Souza ; Silvana Amaral Kampel ; Taise Farias Pinheiro ; Thales Sehn Körting
• Associated research grant(s): 16/50495-4 - Land use change impacts of increased bioenergy demand in Brazil, AP.R SPRINT
• Associated scholarship(s): 18/03769-7 - Machine learning methods for dense satellite image time series analysis, BP.TT; 16/23750-3 - Use of remote sensing images time series for monitoring Brazilian Agriculture, BP.PD; 16/16968-2 - Using time series satellite imagery to monitor deforestation and degradation in the Amazon rainforest, BP.PD; 16/08719-2 - Spatiotemporal data analysis methods, BP.DR; 16/03397-7 - Tools for satellite images management in array databases, BP.TT

Abstract

The project addresses a key scientific problem: How can we use e-science methods and techniques to substantially improve the extraction of land use and land cover change information from big Earth Observation data sets in an open and reproducible way? In response to this challenge, our project will conceive, build and deploy a completely new type of knowledge platform for organization, access, processing and analysis of big Earth Observation data. We will show that this knowledge platform allows scientists to produce information in a completely new way. Since our platform is fully based on open source software, we will also show that it promotes data sharing and reproducibility of results. (AU)

Scientific publications

(9)

(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)

ARAUJO PICOLI, MICHELLE CRISTINA; CAMARA, GILBERTO; SANCHES, IEDA; SIMOES, ROLF; CARVALHO, ALEXANDRE; MACIEL, ADELINE; COUTINHO, ALEXANDRE; ESQUERDO, JULIO; ANTUNES, JOAO; BEGOTTI, RODRIGO ANZOLIN; et al. Big earth observation time series analysis for monitoring Brazilian agriculture. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 145, n. B, p. 328-339, NOV 2018. (16/16968-2, 16/23750-3, 14/08398-6)

SIMOES, ROLF; CAMARA, GILBERTO; QUEIROZ, GILBERTO; SOUZA, FELIPE; ANDRADE, PEDRO R.; SANTOS, LORENA; CARVALHO, ALEXANDRE; FERREIRA, KARINE. Satellite Image Time Series Analysis for Big Earth Observation Data. REMOTE SENSING, v. 13, n. 13, JUL 2021. (14/08398-6)

SIMOES, ROLF; PICOLI, MICHELLE C. A.; CAMARA, GILBERTO; MACIEL, ADELINE; SANTOS, LORENA; ANDRADE, PEDRO R.; SANCHEZ, ALBER; FERREIRA, KARINE; CARVALHO, ALEXANDRE. Land use and cover maps for Mato Grosso State in Brazil from 2001 to 2017. SCIENTIFIC DATA, v. 7, n. 1, JAN 27 2020. (14/08398-6)

MACIEL, ADELINE MARINHO; CAMARA, GILBERTO; VINHAS, LUBIA; ARAUJO PICOLI, MICHELLE CRISTINA; BEGOTTI, RODRIGO ANZOLIN; FERREIRA GOMES DE ASSIS, LUIZ FERNANDO. A spatiotemporal calculus for reasoning about land-use trajectories. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, v. 33, n. 1, p. 176-192, 2019. (16/16968-2, 16/23750-3, 14/08398-6)

COSTA, WANDERSON SANTOS; GARCIA FONSECA, LEILA MARIA; KORTING, THALES SEHN; BENDINI, HUGO DO NASCIMENTO; MODESTO DE SOUZA, RICARDO CARTAXO. Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 8, p. 1299-1303, AUG 2018. (14/08398-6)

MACIEL, ADELINE M.; VINHAS, LUBIA; CAMARA, GILBERTO; PICOLI, MICHELLE C. A.; BEGOTTI, RODRIGO A.; IEEE. AN INTERVAL-BASED APPROACH FOR REASONING ABOUT LAND USE CHANGE TRAJECTORIES. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, v. N/A, p. 4-pg., 2018-01-01. (14/08398-6)

MACIEL, ADELINE M.; PICOLI, MICHELLE C. A.; VINHAS, LUBIA; CAMARA, GILBERTO. Identifying Land Use Change Trajectories in Brazil's Agricultural Frontier. LAND, v. 9, n. 12, DEC 2020. (14/08398-6)

ARAUJO PICOLI, MICHELLE CRISTINA; CAMARA, GILBERTO; SANCHES, IEDA; SIMOES, ROLF; CARVALHO, ALEXANDRE; MACIEL, ADELINE; COUTINHO, ALEXANDRE; ESQUERDO, JULIO; ANTUNES, JOAO; BEGOTTI, RODRIGO ANZOLIN; et al. Big earth observation time series analysis for monitoring Brazilian agriculture. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 145, p. 12-pg., 2018-11-01. (16/23750-3, 16/16968-2, 14/08398-6)

PICOLI, MICHELLE C. A.; RORATO, ANA; LEITAO, PEDRO; CAMARA, GILBERTO; MACIEL, ADELINE; HOSTERT, PATRICK; SANCHES, IEDA DEL'ARCO. Impacts of Public and Private Sector Policies on Soybean and Pasture Expansion in Mato Grosso-Brazil from 2001 to 2017. LAND, v. 9, n. 1, JAN 2020. (16/23750-3, 14/08398-6, 17/19812-6)