University of Illinois, Urbana-Champaign, National Center for Supercomputing Applications
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Affiliated Works
sorted by decreasing year, and then by display-name
- Libraries and Tools for efficiently computing and analyzing NASA Earth Science Data with HDF and HDF5
- Performance Comparison Study of Using Gzip and Bzip2 Data Compression Packages to NASA HDF-EOS Data and Other Scientific Data With Different Approaches
- Selecting HDF5 as the Standard for NPOESS Environmental and Sensor Data Products
- Investigation of IO Performance in a Weather Model
- NetCDF-4: Combining netCDF and HDF5 Data
- Data Mining Architecture For The Analysis Of Remote Sensing Data
- Web Service Enabled Data Mining Architecture for Digital Observatories
- GeoLearn: Prediction Modeling Using Large Size Geospatial Raster and Vector Data
- Increasing the Knowledge of Stratification in Shallow Coastal Environments
- Understanding Monthly Land Surface Relationships at the Continental Scale Using Remotely Sensed Data
- Unidata Workshop: Demonstrating Democratization of Numerical Weather Prediction Capabilities Using Linked Environments for Atmospheric Discovery (LEAD) Capabilities
- Cyberinfrastructure and Software Middleware Efforts Applied to Ocean Observing Systems
- Evaluation of Alternative Conceptual Models Using Interdisciplinary Information: An Application in Shallow Groundwater Recharge and Discharge
- Dashboard Visualization for Diverse User Communities
- Data Stream Technologies for the Semantic Web
- Real Time Detection of Anomalies in Streaming Radar and Rain Gauge Data
- Toward the Virtualization of Environmental Sensors: Customizing and Re-purposing Data Streams for Real-Time Applications
- A Web Portal-Based Time-Aware KML Animation Tool for Exploring Spatiotemporal Dynamics of Hydrological Events
- Data-Driven Geospatial Visual Analytics for Real-Time Urban Flooding Decision Support
- Fast Tracking Data to Informed Decisions: An Advanced Information System to Improve Environmental Understanding and Management (Invited)
- Updating river bathymetry with multiple data sources using kriging
- Using the Eclipse Parallel Tools Platform to Assist Earth Science Model Development and Optimization on High Performance Computers
- Real-Time System for Water Modeling and Management
- Changing the Curation Equation: A Data Lifecycle Approach to Lowering Costs and Increasing Value
- An Ecoinformatic Analysis of the Effect of Seasonal and Annual Variation in Temperature, Precipitation, and Solar Irradiance on Pollen Productivity in Two Neotropical Forests
- Visual Recognition Software for Binary Classification and its Application to Pollen Identification
- A New Approach to the Visual Rendering of Mantle Tomography
- Climatic and biotic drivers of tropical evergreen forest photosynthesis: integrating field, eddy flux, remote sensing and modelling
- Continuous Measurements of Canopy-level Solar-Induced Chlorophyll Fluorescence for Inferring Diurnal and Seasonal Dynamics of Photosynthesis in Crop Fields in the Midwestern USA
- Detecting Soil Moisture Related Impacts on Gross Primary Productivity using the MODIS-based Photochemical Reflectance Index
- Diminishing warming effects on terrestrial ecosystem net carbon uptake in northern high latitudes
- Emergent Hydrological Regimes in Amazonia Determine Vegetation Productivity and Structure.
- Information Architecture Used to Manage Multi-Domain Data Analysis in Intensively Managed Landscape - Critical Zone Observatory
- Parsing multiple processes of high temperature impacts on corn/soybean yield using a newly developed CLM-APSIM modeling framework
- Recent drought effects on ecosystem carbon uptake in California ecosystems
- The shared and unique value of optical, flourescence, thermal and microwave satellite data for estimating large-scale crop yields
- A 3D convolutional neural network approach to land cover classification using LiDAR and multi-temporal Landsat imagery
- Are we approaching a water ceiling to yield in rain fed agriculture of the United States?
- Brown Dog: A Data Transformation Ecosystem for Research - Advancing from Beta to 1.0
- Data Flow for the TERRA-REF project
- Interactions between urban heat island effects and heat waves
- Linking solar induced fluorescence with genetic variability in productivity of biomass sorghum.
- Rapid highland forest loss in Southeast Asia during the early 21<SUP>st</SUP> century
- TERRA REF: Advancing phenomics with high resolution, open access sensor and genomics data
- Towards Better Simulation of US Maize Yield Responses to Climate in the Community Earth System Model
- A Prediction System for Vector-Borne Diseases : a Use Case for Weekly Estimation of West Nile Virus Risk
- Building a crystal ball for predicting crop production: empirical vs. process-based modeling, and short-term vs. long-term prediction
- Can sun-induced chlorophyll fluorescence (SIF) detect heat-stress of soybean? Evidence from field measurement utilizing a portable SIF system at the Temperature Free-Air Controlled Enhancement (T-FACE) experiment
- Climate Adaptation and Mitigation Opportunities for the Two Largest Solanaceae Crops in the US: Potatoes and Tomatoes
- Connection between hydrological cycle and crop yield anomalies in the US Corn Belt
- Daily field-scale mapping of cropland evapotranspiration using multi-source satellite data for the U.S. Corn Belt
- Developing and Adapting Data Management Services Across Multiple Virtual Observatories
- Evaluation of three high spatio-temporal image fusion products using in-situ spectral measurements
- FAIR enough? Can we (already) benefit from applying the FAIR Data Principles to software?
- FAIR is not Fair Enough, Particularly for Software Citation, Availability, or Quality
- Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches
- Inundation quantified by Planet CubeSat data may drive a change in soil biogeochemistry in US Midwestern agroecosystems
- The Nebraska SIF Campaign - a Multi-Scale Field Experiment
- Workflows for software citation and discovery
- Assessing the contribution of cooling and water supply to yield benefits due to irrigation
- Detecting in-season crop nitrogen stress of corn for field trials using UAV- and CubeSat-based multispectral sensing
- Ensuring Co-Sustainability of Food Production and Environmental Quality in the U.S. Midwest Agroecosystems
- Improving Noah-MP's Simulation by Calibrating with Satellite-based BESS-STAIR ET Measures
- On the response of soybean growth and yield to multi-level free-air canopy warming: field experiment, process-based modeling, and their integration
- Simulating surface energy-water-carbon fluxes and crop yield using Ecosys model over agroecosystem in the U.S. Corn Belt
- Understanding Drivers of Temporal-spatial Variabilities of Canopy SIF Yield in the US Midwest using Downscaled High-spatio-temporal Resolution TROPOMI SIF Data
- A scalable, long-term assessment of N<SUB>2</SUB>O emission from the Midwest agroecosystem
- Assessing impacts of pre-growing-season weather on the response of corn yield to nitrogen fertilizer rate in the U.S. Midwest
- Assessing long-term impacts of cover crops on soil carbon sequestration and crop yield in the U.S. Midwestern agroecosystems
- Developing a 5-min 2-km solar radiation product from GOES-R geostationary satellite towards hourly 10-m ET estimations in real time for the Continental United States
- Development of a plant water stress index based on soil moisture supply and atmospheric evaporative demand for agricultural irrigation management
- Incorporating a plant water supply-demand framework into Noah-MP land surface model to simulate hydrological fluxes for agroecosystems
- Jupyter Notebooks as a tool to increase Visibility of EarthCube Products
- Prediction System for Vector-Borne Disease - Model and Geospatial Application
- Quantification of high-resolution surface soil organic carbon in croplands using airborne imaging spectroscopy, soil database, and deep learning
- Quantifying high-temperature stress on canopy photosynthesis at the Temperature Free-Air Controlled Enhancement (T-FACE) experiment: the unique role of sun-induced chlorophyll fluorescence in capturing plant physiological stress
- Quantifying the carbon budget of the U.S. Midwestern agroecosystems through model-data fusion
- Satellite Mapping of Tillage and Cover Crop Practices at Field Level for the US Corn Belt
- Towards a multiscale crop modelling framework for climate change adaptation assessment
- Validation of land surface temperature products from MODIS, ECOSTRESS, Landsat, GOES-R, VIIRS and Sentinel-3 benchmarked on in situ measurements in the U.S. Corn Belt