Faculty

Institution

Unit

Venue

Chunyuan Diao

Associate Professor

UIUC

Affiliations

College of Liberal Arts & Sciences

School of Earth, Society & Environment

Department of Geography & Geographic Information Science

Chunyuan Diao is currently serving as a College Of Liberal Arts & Sciences Associate Professor at Uiuc.

Honors

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Experiences

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Education

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Chunyuan Diao

UIUC

Associate Professor

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geography remote sensing earth science precision agriculture digital image processing image analysis digital earth data science ecology image representation deep learning environmental monitoring crop growth modeling agronomy forest ecology phenology earth observation data neural network (machine learning) biodiversity climatology ecological applications forest research ecological indicator earth observation hydrometeorology machine vision geographical information science applied ecology forest ecosystems convolutional neural networks optical remote sensing smart agriculture land cover map forest health monitoring geoscientific model development information fusion image classification drought risk management drought forecasting ecological modelling yield prediction spectral imaging hyperspectral imaging vegetation science multimedia retrieval land cover drought management drought resilience image retrieval terrestrial sensing crop ecology multi-image fusion feature fusion object detection multispectral imaging crop phenology satellite time series agricultural water management crop physiology sparse representations feature learning vector borne disease remote sensing images thin cloud cloud detection google earth engine land change science agricultural drought monitoring mid-eastern china spectral separability ppf-cm method phenological monitoring framework sparse feature representations sparse features remote-sensing imagery retrieval spatial information ecoinformatics ecosystem dynamics applied geography climate change machine learning geographical aspect

Notable Scholarly Works

Notable Federal Grants

Collaborators

Evaluating Multitemporal Vegetation Indices From Zhuhai-1 Hyperspectral Images for Detecting a Rapidly Spreading Invasive Species - Spartina Alterniflora. Ecological Informatics (2025)

Yuanhui ZhuSoe W. MyintJingjing CaoKai LiuMei ZengChenxi Diao

vegetation sciencezhuhai-1 hyperspectral imagesforest ecologyspectral imaginghyperspectral imagingbiodiversitybiological invasionsgeographyecological applicationsremote sensingmultispectral imagingapplied ecologymultitemporal vegetation indicesecologyecological indicatorbiogeographyinvasive species

Quadratic-Plateau Geographically Weighted Regression Model for Estimating Site-Specific Economically Optimal Input Rates. Computers and Electronics in Agriculture (2025)

Chishan ZhangXiaofei LiTaro MienoChunyuan DiaoDavid S. Bullock

spatial analysisstatistical methodologyregional economicseconomic researcheconometricsgeographyeconomicsquantitative spatial modeleconomic modellingeconomic analysisoptimal input ratesapplied geographyspatial economicsregression modeleconomic geography

A First National-Scale Sub-Meter Mangrove Map Using a Novel Automatic Sample Collection Method. (2024)

Jinyan TianYameng ZhangChunyuan DiaoWang LeLin ZhuMeng XuJie SongXinyuan QuXiaojuan LiHuili Gong

land cover mapgeographyland useearth observation databiogeographyspatial analysisprecision soil mappingenvironmental monitoringgeographical information sciencesample collection methodearth sciencegeographic information systemscoastal researchremote sensingland coverecological indicatordigital earthautomated mapping methodgeomorphologylsmm results

A Satellite-Field Phenological Bridging Framework for Characterizing Community-Level Spring Forest Phenology Using Multi-Scale Satellite Imagery. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Chunyuan DiaoCarol K. AugspurgerYilun ZhaoCarl F. Salk

earth scienceforest ecologyforest phenologyforestryforest health monitoringgeographyforest researchforest ecosystemsremote sensingsatellite phenological metricsearth observation dataecologyclimatology

CROPSIGHT: Towards a Large-Scale Operational Framework for Object-Based Crop Type Ground Truth Retrieval Using Street View and Planetscope Satellite Imagery. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Yin LiuChunyuan DiaoWeiye MeiChishan Zhang

computer visiondeep learningdigital earthstreet viewhigh accuracyscene understandingcrop type mapsgeographyobject detectiondigital image processingremote sensingimage classificationdata sciencemachine visionimage representationprecision agricultureimage analysisscene analysis

EMET: An Emergence-Based Thermal Phenological Framework for Near Real-Time Crop Type Mapping. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Zijun YangChunyuan DiaoFeng GaoBo Li

climate-smart agriculturedigital earthagricultural economicssustainable agriculturecrop phenological progressgeographysmart agriculturecrop growth modelingremote sensingemet frameworkprecision agricultureyield predictioncrop phenology

Multi-Stream Stgan: A Spatiotemporal Image Fusion Model With Improved Temporal Transferability. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2024)

Fangzheng LyuZijun YangChunyuan DiaoShaowen Wang

information fusionmulti-image fusiondigital image processingvideo hallucinationimage representationdata scienceimproved temporal transferabilityimage analysismulti-focus image fusionmulti-stream stganfeature fusion

National Scale Sub-Meter Mangrove Mapping Using an Augmented Border Training Sample Method. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Jinyan TianLe WangChunyuan DiaoYameng ZhangMingming JiaLin ZhuMeng XuXiaojuan LiHuili Gong

coastal managementearth sciencegeographic information systemscartographyland cover mapcoastal engineeringgeographyremote sensinggeographical information sciencecoastal process

Quadratic-Plateau Geographically Weighted Regression Model for Estimating Site-Specific Economically Optimal Input Rates. (2024)

Chishan ZhangXiaofei LiTaro MienoChunyuan DiaoDavid S. Bullock

spatial analysisstatistical methodologyregional economicseconomic researcheconometricsgeographyeconomicsquantitative spatial modeleconomic modellingeconomic analysisapplied geographyspatial economicseconomic geography

The Role of Remote Sensing in Species Distribution Models: A Review. International Journal of Remote Sensing (2024)

Le WangChunyuan DiaoYing Lu

climate changeearth scienceterrestrial sensingdeep learningspecies distribution modelsbiodiversitygeographyecological applicationsremote sensingapplied ecologyecologyecological modellingbiogeography

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Chunyuan Diao

Associate Professor

UIUC

Affiliations

College of Liberal Arts & Sciences

School of Earth, Society & Environment

Department of Geography & Geographic Information Science

Chunyuan Diao is currently serving as a College Of Liberal Arts & Sciences Associate Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Chunyuan Diao

UIUC

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Evaluating Multitemporal Vegetation Indices From Zhuhai-1 Hyperspectral Images for Detecting a Rapidly Spreading Invasive Species - Spartina Alterniflora. Ecological Informatics (2025)

Yuanhui ZhuSoe W. MyintJingjing CaoKai LiuMei ZengChenxi Diao

Quadratic-Plateau Geographically Weighted Regression Model for Estimating Site-Specific Economically Optimal Input Rates. Computers and Electronics in Agriculture (2025)

Chishan ZhangXiaofei LiTaro MienoChunyuan DiaoDavid S. Bullock

A First National-Scale Sub-Meter Mangrove Map Using a Novel Automatic Sample Collection Method. (2024)

Jinyan TianYameng ZhangChunyuan DiaoWang LeLin ZhuMeng XuJie SongXinyuan QuXiaojuan LiHuili Gong

Chunyuan DiaoCarol K. AugspurgerYilun ZhaoCarl F. Salk

Yin LiuChunyuan DiaoWeiye MeiChishan Zhang

EMET: An Emergence-Based Thermal Phenological Framework for Near Real-Time Crop Type Mapping. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Zijun YangChunyuan DiaoFeng GaoBo Li

Multi-Stream Stgan: A Spatiotemporal Image Fusion Model With Improved Temporal Transferability. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2024)

Fangzheng LyuZijun YangChunyuan DiaoShaowen Wang

National Scale Sub-Meter Mangrove Mapping Using an Augmented Border Training Sample Method. ISPRS Journal of Photogrammetry and Remote Sensing (2024)

Jinyan TianLe WangChunyuan DiaoYameng ZhangMingming JiaLin ZhuMeng XuXiaojuan LiHuili Gong

coastal managementearth sciencegeographic information systemscartographyland cover mapcoastal engineeringgeographyremote sensinggeographical information sciencecoastal process

Quadratic-Plateau Geographically Weighted Regression Model for Estimating Site-Specific Economically Optimal Input Rates. (2024)

Chishan ZhangXiaofei LiTaro MienoChunyuan DiaoDavid S. Bullock

spatial analysisstatistical methodologyregional economicseconomic researcheconometricsgeographyeconomicsquantitative spatial modeleconomic modellingeconomic analysisapplied geographyspatial economicseconomic geography

The Role of Remote Sensing in Species Distribution Models: A Review. International Journal of Remote Sensing (2024)

Le WangChunyuan DiaoYing Lu

climate changeearth scienceterrestrial sensingdeep learningspecies distribution modelsbiodiversitygeographyecological applicationsremote sensingapplied ecologyecologyecological modellingbiogeography

1
2
3
4
5
10 / page