Gilberto Zonta Pastorello

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Data Collections

Observational Data

Quality Assessment

Top Venues

Ecol. Informatics

Publications

Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal
Long-term missing value imputation for time series data using deep neural networks. Neural Comput. Appl. 35 (12) (2023)
Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal
Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks. CoRR (2022)
Deborah A. Agarwal, Joan E. Damerow, Charuleka Varadharajan, Danielle S. Christianson, Gilberto Zonta Pastorello, You-Wei Cheah, Lavanya Ramakrishnan
Balancing the needs of consumers and producers for scientific data collections. Ecol. Informatics 62 (2021)
Payton Linton, William Melodia, Alina Lazar, Deborah A. Agarwal, Ludovico Bianchi, Devarshi Ghoshal, Gilberto Zonta Pastorello, Lavanya Ramakrishnan, Kesheng Wu
Understanding Data Similarity in Large-Scale Scientific Datasets. IEEE BigData (2019)
Danielle Christianson, Charuleka Varadharajan, Bradley Christoffersen, Matteo Detto, Boris Faybishenko, Bruno O. Gimenez, Valerie C. Hendrix, Kolby J. Jardine, Robinson I. Negrón Juárez, Gilberto Zonta Pastorello, Thomas L. Powell, Megha Sandesh, Jeffrey M. Warren, Brett T. Wolfe, Jeffrey Q. Chambers, Lara M. Kueppers, Nathan G. McDowell, Deborah A. Agarwal
A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations. Ecol. Informatics 42 (2017)
Gilberto Zonta Pastorello, Dan Gunter, Housen Chu, Danielle Christianson, Carlo Trotta, Eleonora Canfora, Boris Faybishenko, You-Wei Cheah, Norm Beekwilder, Stephen Chan, Sigrid Dengel, Trevor Keenan, Fianna O'Brien, Abdelrahman Elbashandy, Cristina Poindexter, Marty Humphrey, Dario Papale, Deborah A. Agarwal
Hunting Data Rogues at Scale: Data Quality Control for Observational Data in Research Infrastructures. eScience (2017)
Ran Wang, John A. Gamon, Craig A. Emmerton, Haitao Li, Enrica Nestola, Gilberto Zonta Pastorello, Olaf Menzer
Integrated Analysis of Productivity and Biodiversity in a Southern Alberta Prairie. Remote. Sens. 8 (3) (2016)
Gilberto Zonta Pastorello, Deborah A. Agarwal, Dario Papale, Taghrid Samak, Carlo Trotta, Alessio Ribeca, Cristina Poindexter, Boris Faybishenko, Dan Gunter, Rachel Hollowgrass, Eleonora Canfora
Observational Data Patterns for Time Series Data Quality Assessment. eScience (2014)
Lavanya Ramakrishnan, Sarah S. Poon, Valerie C. Hendrix, Daniel K. Gunter, Gilberto Zonta Pastorello, Deborah A. Agarwal
Experiences with User-Centered Design for the Tigres Workflow API. eScience (2014)