Environmental Data Science
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Karina Gibert | Geoff Holmes | Jeffery S. Horsburgh | Ioannis N. Athanasiadis | G. Holmes | J. Horsburgh | K. Gibert | I. Athanasiadis
[1] LiuYong,et al. A virtual sensor system for user-generated, real-time environmental data products , 2011 .
[2] Lluís Corominas,et al. Transforming data into knowledge for improved wastewater treatment operation: A critical review of techniques , 2017, Environ. Model. Softw..
[3] James W. Jones,et al. Harmonization and translation of crop modeling data to ensure interoperability , 2014, Environ. Model. Softw..
[4] Holger R. Maier,et al. Integrating modelling and smart sensors for environmental and human health , 2015, Environ. Model. Softw..
[5] K. Srinivasa Raju,et al. OPTIMAL RESERVOIR OPERATION USING FUZZY APPROACH , 2001 .
[6] Yehia El-khatib,et al. Web technologies for environmental Big Data , 2015, Environ. Model. Softw..
[7] Mikhail Kanevski,et al. Machine Learning Algorithms for GeoSpatial Data. Applications and Software Tools , 2008 .
[8] Kristian Zarb Adami,et al. A Machine Learning approach for automatic land cover mapping from DSLR images over the Maltese Islands , 2018, Environ. Model. Softw..
[9] Lorin M. Hitt,et al. Strength in Numbers: How Does Data-Driven Decisionmaking Affect Firm Performance? , 2011, ICIS 2011.
[10] Albert Bifet,et al. MACHINE LEARNING FOR DATA STREAMS , 2018 .
[11] Karina Gibert,et al. Knowledge discovery with clustering based on rules by states: A water treatment application , 2010, Environ. Model. Softw..
[12] David A. Swayne. Applying computer research to environmental problems , 2003, Environ. Model. Softw..
[13] Brandon P. Wong,et al. Real-time environmental sensor data: An application to water quality using web services , 2016, Environ. Model. Softw..
[14] U. Fayyad. Knowledge Discovery and Data Mining: An Overview , 1995 .
[15] Jason W. Karl,et al. Integrating Remotely Sensed Imagery and Existing Multiscale Field Data to Derive Rangeland Indicators: Application of Bayesian Additive Regression Trees , 2017, Rangeland Ecology and Management.
[16] George Strawn,et al. Data Scientist , 2016, IT Professional.
[17] Richard Fowles,et al. Treed Avalanche Forecasting: Mitigating Avalanche Danger Utilizing Bayesian Additive Regression Trees , 2017 .
[18] Laura Uusitalo,et al. Advantages and challenges of Bayesian networks in environmental modelling , 2007 .
[19] William S. Cleveland,et al. Data science: An action plan for expanding the technical areas of the field of statistics , 2001, Stat. Anal. Data Min..
[20] Heather Lea Moulaison,et al. Digital Preservation for Libraries, Archives, and Museums , 2014 .
[21] Miquel Sànchez-Marrè,et al. A survey on pre-processing techniques: Relevant issues in the context of environmental data mining , 2016, AI Commun..
[22] Uwe Schlink,et al. A framework to interpret passively sampled indoor-air VOC concentrations in health studies , 2016 .
[23] J. Tukey. The Future of Data Analysis , 1962 .
[24] Thomas J. Steenburgh,et al. Motivating Salespeople: What Really Works , 2012, Harvard business review.
[25] Rodney Anthony Stewart,et al. Smart meter enabled water end-use demand data: platform for the enhanced infrastructure planning of contemporary urban water supply networks , 2015 .
[26] Rafael Pino-Mejías,et al. Finite mixture models to characterize and refine air quality monitoring networks. , 2014, The Science of the total environment.
[27] James Myers,et al. A virtual sensor system for user-generated, real-time environmental data products , 2011, Environ. Model. Softw..
[28] John W. Tukey,et al. Exploratory Data Analysis. , 1979 .
[29] Pericles A. Mitkas,et al. Knowledge Discovery for Operational Decision Support in Air Quality Management , 2007 .
[30] Mathew H. Evans,et al. Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results , 2018, Advances in Methods and Practices in Psychological Science.
[31] I. Yeoman. Competing on analytics: The new science of winning , 2009 .
[32] Pierre Karrasch,et al. Design and prototype of an interoperable online air quality information system , 2016, Environ. Model. Softw..
[33] Andrea Castelletti,et al. Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review , 2015, Environ. Model. Softw..
[34] Abbas Afshar,et al. State of the Art Review of Ant Colony Optimization Applications in Water Resource Management , 2015, Water Resources Management.
[35] Jeffery S. Horsburgh,et al. Measuring water use, conservation, and differences by gender using an inexpensive, high frequency metering system , 2017, Environ. Model. Softw..
[36] Ioannis N. Athanasiadis,et al. Privacy-preserving computation of participatory noise maps in the cloud , 2014, J. Syst. Softw..
[37] Vasant Dhar,et al. Editorial - Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research , 2014, Inf. Syst. Res..
[38] Chris Mattmann,et al. Computing: A vision for data science , 2013, Nature.
[39] Miquel Sànchez-Marrè,et al. Choosing the Right Data Mining Technique: Classification of Methods and Intelligent Recommendation , 2010 .
[40] Anthony Jakeman. Environmental modelling, software and decision support : state of the art and new perspectives , 2008 .
[41] Kristin Condotta. Digital Preservation for Libraries, Archives, & Museums , 2015 .
[42] S. Tilak,et al. The Movebank data model for animal tracking , 2011, Environ. Model. Softw..
[43] K. Srinivasa Raju,et al. Optimal Reservoir Operation for Irrigation of Multiple Crops Using Genetic Algorithms , 2006 .
[44] William S. Cleveland. Data Science: an Action Plan for Expanding the Technical Areas of the Field of Statistics , 2001 .
[45] Marvin N. Wright,et al. SoilGrids250m: Global gridded soil information based on machine learning , 2017, PloS one.
[46] Mac McKee,et al. Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture , 2015, Int. J. Appl. Earth Obs. Geoinformation.
[47] J. Manyika. Big data: The next frontier for innovation, competition, and productivity , 2011 .
[48] Katherine A. Klise,et al. A software framework for assessing the resilience of drinking water systems to disasters with an example earthquake case study , 2017, Environ. Model. Softw..
[49] Karim C. Abbaspour,et al. A toolkit for climate change analysis and pattern recognition for extreme weather conditions - Case study: California-Baja California Peninsula , 2017, Environ. Model. Softw..
[50] Stefano Nativi,et al. Big Data challenges in building the Global Earth Observation System of Systems , 2015, Environ. Model. Softw..
[51] Josep Lluís de la Rosa i Esteva,et al. Agents for Social Search in Long-Term Digital Preservation , 2010, 2010 Sixth International Conference on Semantics, Knowledge and Grids.
[52] D. Butler. Data, data everywhere... , 2005, Nature Structural &Molecular Biology.
[53] Bo Thiesson,et al. Selecting Models from Data : AI and statistics IV , 1995 .
[54] Marc Boulon,et al. Soil parameter identification using a genetic algorithm , 2008 .
[55] Paul Conway,et al. Preservation in the Age of Google: Digitization, Digital Preservation, and Dilemmas1 , 2010, The Library Quarterly.
[56] J. Verrelst,et al. Mapping a priori defined plant associations using remotely sensed vegetation characteristics , 2014 .