Zachary Langford
Title
Cited by
Cited by
Year
Mapping Arctic plant functional type distributions in the Barrow Environmental Observatory using WorldView-2 and LiDAR datasets
Z Langford, J Kumar, FM Hoffman, RJ Norby, SD Wullschleger, VL Sloan, ...
Remote Sensing 8 (9), 733, 2016
252016
Arctic vegetation mapping using unsupervised training datasets and convolutional neural networks
ZL Langford, J Kumar, FM Hoffman, AL Breen, CM Iversen
Remote Sensing 11 (1), 69, 2019
182019
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets
ZL Langford, J Kumar, FM Hoffman
112018
Convolutional neural network approach for mapping arctic vegetation using multi-sensor remote sensing fusion
ZL Langford, J Kumar, FM Hoffman
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 322-331, 2017
82017
Robust Signal Classification Using Siamese Networks
Z Langford, L Eisenbeiser, M Vondal
In Proceedings of the ACM Workshop on Wireless Security and Machine Learning …, 2019
72019
Spatiotemporal dynamics of wetted soils across a polar desert landscape
ZL Langford, MN Gooseff, DJ Lampkin
Antarctic Science 27 (2), 197-209, 2015
72015
Remote sensing-based characterization, 2-m, Plant Functional Type Distributions, Barrow Environmental Observatory, 2010
Z Langford, J Kumar, F Hoffman
Next Generation Ecosystems Experiment-Arctic, Oak Ridge National Laboratory …, 2016
12016
Apparatus, system, and method for generating an image
RJ Klein, JH Aughey, ZL Langford
US Patent 10,931,931, 2021
2021
Exploiting Artificial Intelligence for Advancing Earth and Environmental System Science
FM Hoffman, J Kumar, ZL Langford, VS Konduri, N Collier
AGU Fall Meeting 2019, 2019
2019
Deep Transfer Learning With Field-Based Measurements for Large Area Classification
ZL Langford, J Kumar, FM Hoffman
2019 International Conference on Data Mining Workshops (ICDMW), 262-269, 2019
2019
Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009-2016
Z Langford, J Kumar, F Hoffman, C Iversen, A Breen
Next Generation Ecosystems Experiment-Arctic, Oak Ridge National Laboratory …, 2019
2019
Deep Learning Approach for Mapping Arctic Vegetation using Multi-Sensor Remote Sensing Fusion
ZL Langford, J Kumar, FM Hoffman
Workshop on Innovating the Geosciences, 2018
2018
Deep Learning Approach for Mapping Arctic Vegetation using Multi-Sensor Remote Sensing Fusion
J Kumar, Z Langford, F Hoffman
ICEI 2018: 10th International Conference on Ecological Informatics …, 2018
2018
Convolutional Neural Network Approach for Mapping Arctic Vegetation using Multi-Sensor Remote Sensing
ZL Langford, J Kumar, FM Hoffman
2017
Spatio-Temporal Characterization of Arctic Landscapes Using Geospatial Analytics
ZL Langford
2017
Characterizing biotic and abiotic properties of landscape and their implications for ecohydrological processes across scales
J Kumar, Z Langford, FM Hoffman
AGU Fall Meeting Abstracts 2015, B51C-0437, 2015
2015
Landscape Characterization of Arctic Ecosystems Using Data Mining Algorithms and Large Geospatial Datasets
ZL Langford, J Kumar, FM Hoffman
AGU Fall Meeting Abstracts 2015, IN43A-1723, 2015
2015
Characterizing Tropical Forest Representativeness for Optimizing Sampling Network Coverage
FM Hoffman, J Kumar, DM Maddalena, ZL Langford, WW Hargrove, ...
2015
Computational Approaches for Model, Experiment, and Data Integration Supporting Site Characterization and Model Evaluation
FM Hoffman, J Kumar, Z Langford, SD Wullschleger, D Maddalena, ...
2015
Representativeness-Based Sampling Network Design and Scaling Strategies for Measurements in Arctic Ecosystems
FM Hoffman, J Kumar, Z Langford, RT Mills, WW Hargrove
2015
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