Lista de obras - Jitendra Kumar - Dominio Público Uruguay

Addressing numerical challenges in introducing a reactive transport code into a land surface model: a biogeochemical modeling proof-of-concept with CLM–PFLOTRAN 1.0

article

Alder Distribution and Expansion Across a Tundra Hillslope: Implications for Local N Cycling

scientific article published on 16 October 2019

Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks

scholarly article by Zachary Langford et al published 2 January 2019 in Remote Sensing

CTFS-ForestGEO: a worldwide network monitoring forests in an era of global change.

artículo científico publicado en 2014

Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR

Characterizing Reactive Contaminant Sources in a Water Distribution System

Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats

article

Contaminant source characterization in water distribution systems using binary signals

Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion

artículo científico publicado en 2017

Data Mining in Earth System Science (DMESS 2011)

article

Detecting Outliers in Streaming Time Series Data from ARM Distributed Sensors

Detection of Leaks in Water Distribution System Using Routine Water Quality Measurements

Estimating heterotrophic respiration at large scales: challenges, approaches, and next steps

article

Evaluation of Non-Uniqueness in Contaminant Source Characterization Based on Sensors with Event Detection Methods

Geospatiotemporal data mining in an early warning system for forest threats in the United States

HPC infrastructure to support the next-generation ARM facility data operations

Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis

article

Identification of Reactive Contaminant Sources in a Water Distribution System under the Conditions of Data Uncertainties

Increased Arctic NO3− Availability as a Hydrogeomorphic Consequence of Permafrost Degradation and Landscape Drying

artículo científico publicado en 2022

Machine Learning and Social Media to Mine and Disseminate Big Scientific Data

scholarly article published December 2018

Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets

article

Mapping ecoregions under climate change: a case study from the biological ‘crossroads’ of three continents, Turkey

artículo científico publicado en 2018

Modeling the spatio-temporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape

Modeling the spatiotemporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape

artículo científico publicado en 2016

Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers

Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets

article

Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures

article

Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land Cover Change From 1850 to 2300

artículo científico publicado en 2022

Representativeness assessment of the pan-Arctic eddy covariance site network and optimized future enhancements

artículo científico publicado en 2022

Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites

artículo científico publicado en 2021

Representativeness-based sampling network design for the State of Alaska

article

Root structural and functional dynamics in terrestrial biosphere models--evaluation and recommendations

artículo científico publicado en 2014

Significant inconsistency of vegetation carbon density in CMIP5 Earth system models against observational data

Social media based NPL system to find and retrieve ARM data: Concept paper

article

Source Identification for Contamination Events Involving Reactive Contaminants

Spatial patterns of snow distribution in the sub-Arctic

artículo científico publicado en 2022

Sub-daily Statistical Downscaling of Meteorological Variables Using Neural Networks

article by Jitendra Kumar et al published 2012 in Procedia Computer Science

Understanding the representativeness of FLUXNET for upscaling carbon flux from eddy covariance measurements

article

Using reactive transport codes to provide mechanistic biogeochemistry representations in global land surface models: CLM-PFLOTRAN 1.0

artículo científico

Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets

scholarly article published November 2018

Lista de obras de Jitendra Kumar

Addressing numerical challenges in introducing a reactive transport code into a land surface model: a biogeochemical modeling proof-of-concept with CLM–PFLOTRAN 1.0

Alder Distribution and Expansion Across a Tundra Hillslope: Implications for Local N Cycling

Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks

CTFS-ForestGEO: a worldwide network monitoring forests in an era of global change.

Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR

Characterizing Reactive Contaminant Sources in a Water Distribution System

Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats

Contaminant source characterization in water distribution systems using binary signals

Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion

Data Mining in Earth System Science (DMESS 2011)

Detecting Outliers in Streaming Time Series Data from ARM Distributed Sensors

Detection of Leaks in Water Distribution System Using Routine Water Quality Measurements

Estimating heterotrophic respiration at large scales: challenges, approaches, and next steps

Evaluation of Non-Uniqueness in Contaminant Source Characterization Based on Sensors with Event Detection Methods

Geospatiotemporal data mining in an early warning system for forest threats in the United States

HPC infrastructure to support the next-generation ARM facility data operations

Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis

Identification of Reactive Contaminant Sources in a Water Distribution System under the Conditions of Data Uncertainties

Increased Arctic NO3− Availability as a Hydrogeomorphic Consequence of Permafrost Degradation and Landscape Drying

Machine Learning and Social Media to Mine and Disseminate Big Scientific Data

Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets

Mapping ecoregions under climate change: a case study from the biological ‘crossroads’ of three continents, Turkey

Modeling the spatio-temporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape

Modeling the spatiotemporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape

Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers

Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets

Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures

Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land Cover Change From 1850 to 2300

Representativeness assessment of the pan-Arctic eddy covariance site network and optimized future enhancements

Representativeness of Eddy-Covariance flux footprints for areas surrounding AmeriFlux sites

Representativeness-based sampling network design for the State of Alaska

Root structural and functional dynamics in terrestrial biosphere models--evaluation and recommendations

Significant inconsistency of vegetation carbon density in CMIP5 Earth system models against observational data

Social media based NPL system to find and retrieve ARM data: Concept paper

Source Identification for Contamination Events Involving Reactive Contaminants

Spatial patterns of snow distribution in the sub-Arctic

Sub-daily Statistical Downscaling of Meteorological Variables Using Neural Networks

Understanding the representativeness of FLUXNET for upscaling carbon flux from eddy covariance measurements

Using reactive transport codes to provide mechanistic biogeochemistry representations in global land surface models: CLM-PFLOTRAN 1.0

Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets