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Works (27)

Lightweight and Regionally Transferrable Snow Water Equivalent Estimation Using a Long Short-Term Memory Network

2025-01-14 | Preprint
DOI: 10.22541/essoar.173687304.49130953/v1
Contributors: Justin M Pflug; Sujay Kumar; Dorothy K. Hall; George A. Riggs; Goutam Konapala; Kristen Whitney; Melissa L Wrzesien; Wanshu Nie; Ziheng Sun; Kristi R. Arsenault
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Crossref

Towards practical artificial intelligence in Earth sciences

Computational Geosciences
2024-12 | Journal article
DOI: 10.1007/s10596-024-10317-7
Contributors: Ziheng Sun; Talya ten Brink; Wendy Carande; Gerbrand Koren; Nicoleta Cristea; Corin Jorgenson; Bhargavi Janga; Gokul Prathin Asamani; Sanjana Achan; Mike Mahoney et al.
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Crossref

PyGeoweaver: Tangible workflow tool for enhancing scientific research productivity and FAIRness

SoftwareX
2024-09 | Journal article
DOI: 10.1016/j.softx.2024.101863
Contributors: Gokul Prathin; Ziheng Sun; Sanjana Achan
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Crossref

A Review of Practical AI for Remote Sensing in Earth Sciences

Remote Sensing
2023-08-21 | Journal article
DOI: 10.3390/rs15164112
Contributors: Bhargavi Janga; Gokul Asamani; Ziheng Sun; Nicoleta Cristea
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WaterSmart-GIS: A Web Application of a Data Assimilation Model to Support Irrigation Research and Decision Making

ISPRS International Journal of Geo-Information
2022-04-19 | Journal article
DOI: 10.3390/ijgi11050271
Contributors: Haoteng Zhao; Liping Di; Ziheng Sun
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A review of Earth Artificial Intelligence

Computers & Geosciences
2022-02 | Journal article
DOI: 10.1016/j.cageo.2022.105034
Contributors: Ziheng Sun; Laura Sandoval; Robert Crystal-Ornelas; S. Mostafa Mousavi; Jinbo Wang; Cindy Lin; Nicoleta Cristea; Daniel Tong; Wendy Hawley Carande; Xiaogang Ma et al.
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Evaluating Machine Learning and Remote Sensing in Monitoring NO2 Emission of Power Plants

Remote Sensing
2022-02-04 | Journal article
DOI: 10.3390/rs14030729
Contributors: Ahmed Alnaim; Ziheng Sun; Daniel Tong
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Deep Learning Classification for Crop Types in North Dakota

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2020 | Journal article
DOI: 10.1109/jstars.2020.2990104
Part of ISSN: 1939-1404
Part of ISSN: 2151-1535
Source: Self-asserted source
Ziheng Sun
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GeoFairy2: A Cross-Institution Mobile Gateway to Location-Linked Data for In-Situ Decision Making

ISPRS International Journal of Geo-Information
2020-12-22 | Journal article
DOI: 10.3390/ijgi10010001
Contributors: Ziheng Sun; Liping Di; Sreten Cvetojevic; Zhiqi Yu
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grade
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Community venue exposure risk estimator for the COVID-19 pandemic

Health & Place
2020-11 | Journal article
DOI: 10.1016/j.healthplace.2020.102450
Part of ISSN: 1353-8292
Source: Self-asserted source
Ziheng Sun

Two Pixel Reference Algorithm

2020-06-08 | Preprint
DOI: 10.31223/OSF.IO/YSA3M
Contributors: Ziheng Sun; Liping Di; Hui Fang
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Machine Learning on Greenest Pixels for Crop Mapping

2020-04-13 | Preprint
DOI: 10.31223/OSF.IO/APY7R
Contributors: Ziheng Sun; Liping Di; Hui Fang
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Geoweaver: Advanced Cyberinfrastructure for Managing Hybrid Geoscientific AI Workflows

ISPRS International Journal of Geo-Information
2020-02-21 | Journal article
DOI: 10.3390/ijgi9020119
Contributors: Ziheng Sun; Liping Di; Annie Burgess; Jason A. Tullis; Andrew B. Magill
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Advanced cyberinfrastructure for intercomparison and validation of climate models

Environmental Modelling & Software
2020-01 | Journal article
DOI: 10.1016/j.envsoft.2019.104559
Part of ISSN: 1364-8152
Source: Self-asserted source
Ziheng Sun

Advanced Cyberinfrastructure to Enable Search of Big Climate Datasets in THREDDS

ISPRS International Journal of Geo-Information
2019-11-02 | Journal article
DOI: 10.3390/ijgi8110494
Contributors: Juozas Gaigalas; Liping Di; Ziheng Sun
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County-Level Soybean Yield Prediction Using Deep CNN-LSTM Model

Sensors
2019-10-09 | Journal article
DOI: 10.3390/s19204363
Part of ISSN: 1424-8220
Source: Self-asserted source
Ziheng Sun

SUIS: Simplify the use of geospatial web services in environmental modelling

Environmental Modelling & Software
2019-09 | Journal article
DOI: 10.1016/j.envsoft.2019.06.005
Part of ISSN: 1364-8152
Source: Self-asserted source
Ziheng Sun

Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series

International Journal of Remote Sensing
2019-01-17 | Journal article
DOI: 10.1080/01431161.2018.1516313
Part of ISSN: 0143-1161
Part of ISSN: 1366-5901
Source: Self-asserted source
Ziheng Sun

CyberConnector: a service-oriented system for automatically tailoring multisource Earth observation data to feed Earth science models

Earth Science Informatics
2018-03 | Journal article
DOI: 10.1007/s12145-017-0308-4
Part of ISSN: 1865-0473
Part of ISSN: 1865-0481
Source: Self-asserted source
Ziheng Sun
grade
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GeoFairy: Towards a one-stop and location based Service for Geospatial Information Retrieval

Computers, Environment and Urban Systems
2017-03 | Journal article
DOI: 10.1016/j.compenvurbsys.2016.11.007
Part of ISSN: 0198-9715
Source: Self-asserted source
Ziheng Sun
grade
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Developing a web-based system for supervised classification of remote sensing images

GeoInformatica
2016-10 | Journal article
DOI: 10.1007/s10707-016-0252-3
Part of ISSN: 1384-6175
Part of ISSN: 1573-7624
Source: Self-asserted source
Ziheng Sun

Realizing parameterless automatic classification of remote sensing imagery using ontology engineering and cyberinfrastructure techniques

Computers & Geosciences
2016-09 | Journal article
DOI: 10.1016/j.cageo.2016.06.004
Part of ISSN: 0098-3004
Source: Self-asserted source
Ziheng Sun

Automation of Customized and Near-Real-Time Vegetation Condition Index Generation Through Cyberinfrastructure-Based Geoprocessing Workflows

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2014-11 | Journal article
DOI: 10.1109/jstars.2014.2377248
Part of ISSN: 1939-1404
Part of ISSN: 2151-1535
Source: Self-asserted source
Ziheng Sun

GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation

IEEE Transactions on Geoscience and Remote Sensing
2013-11 | Journal article
DOI: 10.1109/tgrs.2013.2248064
Part of ISSN: 0196-2892
Part of ISSN: 1558-0644
Source: Self-asserted source
Ziheng Sun

A Task Ontology Driven Approach for Live Geoprocessing in a Service-Oriented Environment

Transactions in GIS
2012-12 | Journal article
DOI: 10.1111/j.1467-9671.2012.01364.x
Part of ISSN: 1361-1682
Source: Self-asserted source
Ziheng Sun

GeoPWTManager: a task-oriented web geoprocessing system

Computers & Geosciences
2012-10 | Journal article
DOI: 10.1016/j.cageo.2011.11.031
Part of ISSN: 0098-3004
Source: Self-asserted source
Ziheng Sun

GeoPW: Laying Blocks for the Geospatial Processing Web

Transactions in GIS
2010-12 | Journal article
DOI: 10.1111/j.1467-9671.2010.01232.x
Part of ISSN: 1361-1682
Source: Self-asserted source
Ziheng Sun

Peer review (2 reviews for 2 publications/grants)

Review activity for Electronics. (1)
Review activity for Geoinformatica. (1)
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