Soil–landscape modeling across a physiographic region: Topographic patterns and model transportability
|
journal
|
July 2006 |
Changing ideas in hydrology — The case of physically-based models
|
journal
|
January 1989 |
The AI detectives
|
journal
|
July 2017 |
Accelerating advances in continental domain hydrologic modeling: ACCELERATING ADVANCES IN CONTINENTAL HYDROLOGIC MODELING
|
journal
|
December 2015 |
Full-flow-regime storage-streamflow correlation patterns provide insights into hydrologic functioning over the continental US: STORAGE-STREAMFLOW CORRELATION SPECTRUM
|
journal
|
September 2017 |
It takes a community to raise a hydrologist: the Modular Curriculum for Hydrologic Advancement (MOCHA)
|
journal
|
January 2012 |
Development of a computationally efficient semi-distributed hydrologic modeling application for soil moisture, lateral flow and runoff simulation
|
journal
|
November 2016 |
Self-organizing linear output map (SOLO): An artificial neural network suitable for hydrologic modeling and analysis: SOLO, AN ANN MODEL SUITABLE FOR HYDROLOGIC MODELING
|
journal
|
December 2002 |
Time-variable gravity from GRACE: First results: TIME-VARIABLE GRAVITY FROM GRACE
|
journal
|
June 2004 |
A Deep Neural Network Modeling Framework to Reduce Bias in Satellite Precipitation Products
|
journal
|
March 2016 |
Creativity, Uncertainty, and Automated Model Building: Technical Commentary
|
journal
|
July 2017 |
Long Short-Term Memory
|
journal
|
November 1997 |
Deep learning for computational chemistry
|
journal
|
March 2017 |
Regional flood inundation nowcast using hybrid SOM and dynamic neural networks
|
journal
|
November 2014 |
Toward the camera rain gauge
|
journal
|
March 2015 |
Speech recognition with deep recurrent neural networks
|
conference
|
May 2013 |
Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media
|
journal
|
December 2018 |
The Soil Moisture and Ocean Salinity Mission - An Overview
|
conference
|
July 2008 |
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation
|
preprint
|
January 2015 |
Data-driven modelling approaches for socio-hydrology: opportunities and challenges within the Panta Rhei Science Plan
|
journal
|
April 2016 |
Anatomy of an Enduring Gender Gap: The Evolution of Women’s Participation in Computer Science
|
journal
|
December 2016 |
A decade of Predictions in Ungauged Basins (PUB)—a review
|
journal
|
June 2013 |
The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions
|
journal
|
April 1998 |
Reconstruction of three-dimensional porous media using generative adversarial neural networks
|
journal
|
October 2017 |
Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions
|
journal
|
August 2010 |
Artificial Neural Networks in Hydrology. II: Hydrologic Applications
|
journal
|
April 2000 |
Improvements to a MODIS global terrestrial evapotranspiration algorithm
|
journal
|
August 2011 |
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
|
dataset
|
January 2018 |
Accuracy of GRACE mass estimates
|
journal
|
January 2006 |
Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets
|
preprint
|
January 2016 |
Systematic Bias in Land Surface Models
|
journal
|
October 2007 |
The German Traffic Sign Recognition Benchmark: A multi-class classification competition
- Stallkamp, Johannes; Schlipsing, Marc; Salmen, Jan
-
2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose), The 2011 International Joint Conference on Neural Networks
https://doi.org/10.1109/IJCNN.2011.6033395
|
conference
|
July 2011 |
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
|
journal
|
October 2017 |
The future of hydrology: An evolving science for a changing world: OPINION
|
journal
|
May 2010 |
Deep learning for computational biology
|
journal
|
July 2016 |
Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network
|
journal
|
December 2017 |
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
|
journal
|
December 2017 |
Changing ideas in hydrology — The case of physically-based models
|
journal
|
January 1989 |
Image Style Transfer Using Convolutional Neural Networks
|
conference
|
June 2016 |
Understanding deep image representations by inverting them
|
conference
|
June 2015 |
Regression Shrinkage and Selection Via the Lasso
|
journal
|
January 1996 |
A Closer Look at Memorization in Deep Networks
|
preprint
|
January 2017 |
HydroShare: Sharing Diverse Environmental Data Types and Models as Social Objects with Application to the Hydrology Domain
|
journal
|
October 2015 |
“Panta Rhei—Everything Flows”: Change in hydrology and society—The IAHS Scientific Decade 2013–2022
|
journal
|
July 2013 |
Global patterns of drought recovery
|
journal
|
August 2017 |
Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks
|
conference
|
September 2012 |
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science
|
journal
|
September 2014 |
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
|
dataset
|
January 2018 |
Moving university hydrology education forward with community-based geoinformatics, data and modeling resources
|
journal
|
January 2012 |
Anticipating Visual Representations from Unlabeled Video
|
conference
|
June 2016 |
Deep learning for computational chemistry
|
journal
|
March 2017 |
Deep Residual Learning for Image Recognition
|
conference
|
June 2016 |
Deriving global parameter estimates for the Noah land surface model using FLUXNET and machine learning: Improving Noah LSM Parameters
|
journal
|
November 2016 |
FloodEye: Real-time flash flood prediction system for urban complex water flow
|
conference
|
October 2016 |
Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features
|
journal
|
August 2016 |
Systematic Bias in Land Surface Models
|
journal
|
October 2007 |
Methods of the Water-Energy-Food Nexus
|
journal
|
October 2015 |
Neural Error Regression Diagnosis (NERD): A Tool for Model Bias Identification and Prognostic Data Assimilation
|
journal
|
February 2006 |
DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution
|
conference
|
January 2017 |
Deep learning
|
journal
|
May 2015 |
Hydrologic synthesis: Across processes, places, and scales: HYDROLOGIC SYNTHESIS
|
journal
|
February 2006 |
Reconstruction of three-dimensional porous media using generative adversarial neural networks
|
journal
|
October 2017 |
Predictor-weighting strategies for probabilistic wind power forecasting with an analog ensemble [Predictor-weighting strategies for probabilistic wind power forecasting with an analog ensemble]
|
journal
|
July 2015 |
Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model
|
conference
|
January 2016 |
Hydrologic synthesis: Across processes, places, and scales: HYDROLOGIC SYNTHESIS
|
journal
|
February 2006 |
Deep learning for visual understanding: A review
|
journal
|
April 2016 |
The German Traffic Sign Recognition Benchmark: A multi-class classification competition
- Stallkamp, Johannes; Schlipsing, Marc; Salmen, Jan
-
2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose), The 2011 International Joint Conference on Neural Networks
https://doi.org/10.1109/ijcnn.2011.6033395
|
conference
|
July 2011 |
A decade of Predictions in Ungauged Basins (PUB)—a review
|
journal
|
June 2013 |
Rainfall-Runoff modelling using Long-Short-Term-Memory (LSTM) networks
|
text
|
January 2018 |
Artificial Neural Network Modeling of the Rainfall-Runoff Process
|
journal
|
October 1995 |
Unidirectional long short-term memory recurrent neural network with recurrent output layer for low-latency speech synthesis
|
conference
|
April 2015 |
Deep Classifiers from Image Tags in the Wild
- Izadinia, Hamid; Russell, Bryan C.; Farhadi, Ali
-
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions - MMCommons'15
https://doi.org/10.1145/2814815.2814821
|
conference
|
January 2015 |
DeepQA Jeopardy! Gamification: A Machine-Learning Perspective
|
journal
|
March 2014 |
rosetta : a computer program for estimating soil hydraulic parameters with hierarchical pedotransfer functions
|
journal
|
October 2001 |
Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental U.S. Using a Deep Learning Neural Network
|
journal
|
November 2017 |
A unified approach for process‐based hydrologic modeling: 1. Modeling concept
|
journal
|
April 2015 |
Climate-vegetation-soil interactions and long-term hydrologic partitioning: signatures of catchment co-evolution
|
journal
|
January 2013 |
Active Learning
|
journal
|
June 2012 |
TOPMODEL: A critique
|
journal
|
July 1997 |
Evaluating the Visualization of What a Deep Neural Network Has Learned
|
journal
|
November 2017 |
Improved streamflow forecasting using self-organizing radial basis function artificial neural networks
|
journal
|
August 2004 |
Use long short-term memory to enhance Internet of Things for combined sewer overflow monitoring
|
journal
|
January 2018 |
Visualizing and Understanding Recurrent Networks
|
preprint
|
January 2015 |
A Two-Stage Deep Neural Network Framework for Precipitation Estimation from Bispectral Satellite Information
|
journal
|
February 2018 |
Vector-based navigation using grid-like representations in artificial agents
|
journal
|
May 2018 |
Kalman Filter and Analog Schemes to Postprocess Numerical Weather Predictions
|
journal
|
November 2011 |
Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks
|
conference
|
September 2012 |
Advances in natural language processing
|
journal
|
July 2015 |
Benchmarking NLDAS-2 Soil Moisture and Evapotranspiration to Separate Uncertainty Contributions
|
journal
|
March 2016 |
Precipitation Identification with Bispectral Satellite Information Using Deep Learning Approaches
|
journal
|
May 2017 |
The AI detectives
|
journal
|
July 2017 |
Probabilistic Weather Prediction with an Analog Ensemble
|
journal
|
October 2013 |
Training‐Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network
|
journal
|
January 2018 |
Modeling Urbanization Patterns with Generative Adversarial Networks
|
conference
|
July 2018 |
The Soil Moisture Active Passive (SMAP) Mission
|
journal
|
May 2010 |
Could Machine Learning Break the Convection Parameterization Deadlock?
|
journal
|
June 2018 |
TOPMODEL: A critique
|
journal
|
July 1997 |
Enhanced Higgs Boson to τ + τ − Search with Deep Learning
|
journal
|
March 2015 |
Going deeper with convolutions
|
conference
|
June 2015 |
A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists
|
journal
|
November 2018 |
Exploring the spatio-temporal interrelation between groundwater and surface water by using the self-organizing maps
|
journal
|
January 2018 |
The future of Earth observation in hydrology
|
journal
|
January 2017 |
Assessing the potential global extent of SWOT river discharge observations
|
journal
|
November 2014 |
Toward the camera rain gauge
|
journal
|
March 2015 |
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
|
dataset
|
January 2018 |
A glimpse beneath earth's surface: GLobal HYdrogeology MaPS (GLHYMPS) of permeability and porosity
|
journal
|
June 2014 |
Deep learning in neural networks: An overview
|
journal
|
January 2015 |
Modeling urban coastal flood severity from crowd-sourced flood reports using Poisson regression and Random Forest
|
journal
|
April 2018 |