Related references
Note: Only part of the references are listed.Applying big data paradigms to a large scale scientific workflow: Lessons learned and future directions
S. Caino-Lores et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)
Advanced cyberinfrastructure for intercomparison and validation of climate models
Ziheng Sun et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2020)
Extreme learning machine model for water network management
Ahmed M. A. Sattar et al.
NEURAL COMPUTING & APPLICATIONS (2019)
A Scientific Workflow Management System for orchestration of parallel components in a cloud of large-scale parallel processing services
Jefferson de Carvalho Silva et al.
SCIENCE OF COMPUTER PROGRAMMING (2019)
Predictive modeling of wildfires: A new dataset and machine learning approach
Younes Oulad Sayad et al.
FIRE SAFETY JOURNAL (2019)
Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning
Ina Couso et al.
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (2019)
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein et al.
NATURE (2019)
Machine learning for data-driven discovery in solid Earth geoscience
Karianne J. Bergen et al.
SCIENCE (2019)
Machine learning models accurately predict ozone exposure during wildfire events
Gregory L. Watson et al.
ENVIRONMENTAL POLLUTION (2019)
SUIS: Simplify the use of geospatial web services in environmental modelling
Ziheng Sun et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2019)
County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model
Jie Sun et al.
SENSORS (2019)
Advanced Cyberinfrastructure to Enable Search of Big Climate Datasets in THREDDS
Juozas Gaigalas et al.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2019)
Exploring cloud-based Web Processing Service: A case study on the implementation of CMAQ as a Service
Chen Zhang et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2019)
Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series
Ziheng Sun et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
Omid Ghorbanzadeh et al.
REMOTE SENSING (2019)
The medical AI insurgency: what physicians must know about data to practice with intelligent machines
D. Douglas Miller
NPJ DIGITAL MEDICINE (2019)
CyberConnector: a service-oriented system for automatically tailoring multisource Earth observation data to feed Earth science models
Ziheng Sun et al.
EARTH SCIENCE INFORMATICS (2018)
Deep Learning for Computer Vision: A Brief Review
Athanasios Voulodimos et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2018)
Deep learning to represent subgrid processes in climate models
Stephan Rasp et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)
Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities
Sarah Cohen-Boulakia et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2017)
Google Earth Engine: Planetary-scale geospatial analysis for everyone
Noel Gorelick et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Parallel Agent-as-a-Service (P-AaaS) Based Geospatial Service in the Cloud
Xicheng Tan et al.
REMOTE SENSING (2017)
GeoFairy: Towards a one-stop and location based Service for Geospatial Information Retrieval
Ziheng Sun et al.
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2017)
Apache Spark: A Unified Engine for Big Data Processing
Matei Zaharia et al.
COMMUNICATIONS OF THE ACM (2016)
Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques
Ziheng Sun et al.
COMPUTERS & GEOSCIENCES (2016)
Agent-as-a-service-based geospatial service aggregation in the cloud: A case study of flood response
Xicheng Tan et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2016)
Deep learning architecture for air quality predictions
Xiang Li et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2016)
Developing a web-based system for supervised classification of remote sensing images
Ziheng Sun et al.
GEOINFORMATICA (2016)
Exascale Computing and Big Data
Daniel A. Reed et al.
COMMUNICATIONS OF THE ACM (2015)
Remote sensing big data computing: Challenges and opportunities
Yan Ma et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2015)
Real-Time Big Data Analytical Architecture for Remote Sensing Application
Muhammad Mazhar Ullah Rathore et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)
Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images
Ziheng Sun et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)
The rise of big data on cloud computing: Review and open research issues
Ibrahim Abaker Targio Hashem et al.
INFORMATION SYSTEMS (2015)
Artificial intelligence based models for stream-flow forecasting: 2000-2015
Zaher Mundher Yaseen et al.
JOURNAL OF HYDROLOGY (2015)
Automation of Customized and Near-Real-Time Vegetation Condition Index Generation Through Cyberinfrastructure-Based Geoprocessing Workflows
Ziheng Sun et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Landsat-8: Science and product vision for terrestrial global change research
D. P. Roy et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Streaming Big Data Processing in Datacenter Clouds
Rajiv Ranjan
IEEE CLOUD COMPUTING (2014)
Assessing uncertainty in VGI for emergency response
Michael E. Camponovo et al.
CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE (2014)
Artificial Intelligence and Big Data
Daniel E. O'Leary
IEEE INTELLIGENT SYSTEMS (2013)
GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation
Ziheng Sun et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)
GeoPWTManager: a task-oriented web geoprocessing system
Ziheng Sun et al.
COMPUTERS & GEOSCIENCES (2012)
CropScape: A Web service based application for exploring and disseminating US conterminous geospatial cropland data products for decision support
Weiguo Han et al.
COMPUTERS AND ELECTRONICS IN AGRICULTURE (2012)
A Task Ontology Driven Approach for Live Geoprocessing in a Service-Oriented Environment
Ziheng Sun et al.
TRANSACTIONS IN GIS (2012)
A View of Cloud Computing
Michael Armbrust et al.
COMMUNICATIONS OF THE ACM (2010)
myExperiment: a repository and social network for the sharing of bioinformatics workflows
Carole A. Goble et al.
NUCLEIC ACIDS RESEARCH (2010)
Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences
Jeremy Goecks et al.
GENOME BIOLOGY (2010)
Hive - A Warehousing Solution Over a Map-Reduce Framework
Ashish Thusoo et al.
PROCEEDINGS OF THE VLDB ENDOWMENT (2009)
Scientific workflow management and the Kepler system
Bertram Ludascher et al.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2006)