A new object-class based gap-filling method for PlanetScope satellite image time series

Matching high resolution satellite data and flux tower footprints improves their agreement in photosynthesis estimates

(2022) Juwon Kong et al.   AGRICULTURAL AND FOREST METEOROLOGY

Doubling of annual forest carbon loss over the tropics during the early twenty-first century

(2022) Yu Feng et al.   Nature Sustainability

Reconstruction of Multi-Temporal Satellite Imagery by Coupling Variational Segmentation and Radiometric Analysis

(2021) Nicola Case et al.   ISPRS International Journal of Geo-Information

Emergent vulnerability to climate-driven disturbances in European forests

(2021) Giovanni Forzieri et al.   Nature Communications

Large carbon sink potential of secondary forests in the Brazilian Amazon to mitigate climate change

(2021) Viola H. A. Heinrich et al.   Nature Communications

Using Sentinel-1, Sentinel-2, and Planet Imagery to Map Crop Type of Smallholder Farms

(2021) Preeti Rao et al.   Remote Sensing

A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery

(2021) David P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Automatic cloud and cloud shadow detection in tropical areas for PlanetScope satellite images

(2021) Jing Wang et al.   REMOTE SENSING OF ENVIRONMENT

NIRVP: A robust structural proxy for sun-induced chlorophyll fluorescence and photosynthesis across scales

(2021) Benjamin Dechant et al.   REMOTE SENSING OF ENVIRONMENT

Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data

(2020) Hyungsuk Kimm et al.   REMOTE SENSING OF ENVIRONMENT

Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning

(2020) Qiang Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatially and temporally complete Landsat reflectance time series modelling: The fill-and-fit approach

(2020) Lin Yan et al.   REMOTE SENSING OF ENVIRONMENT

Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion

(2020) Andrea Meraner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Phenology of short vegetation cycles in a Kenyan rangeland from PlanetScope and Sentinel-2

(2020) Yan Cheng et al.   REMOTE SENSING OF ENVIRONMENT

Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest

(2020) Jing Wang et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations

(2020) Shengbiao Wu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deforestation-induced warming over tropical mountain regions regulated by elevation

(2020) Zhenzhong Zeng et al.   Nature Geoscience

A comparison of object-based image analysis approaches for field boundary delineation using multi-temporal Sentinel-2 imagery

(2019) Barry Watkins et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

(2019) Mohammad D. Hossain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Coseismic landslides triggered by the 2018 Hokkaido, Japan (Mw 6.6), earthquake: spatial distribution, controlling factors, and possible failure mechanism

(2019) Fengrui Wang et al.   Landslides

Thin cloud removal with residual symmetrical concatenation network

(2019) Wenbo Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantifying Leaf Phenology of Individual Trees and Species in a Tropical Forest Using Unmanned Aerial Vehicle (UAV) Images

(2019) John Y. Park et al.   Remote Sensing

Data and resolution requirements in mapping vegetation in spatially heterogeneous landscapes

(2019) Aleksi Räsänen et al.   REMOTE SENSING OF ENVIRONMENT

A spatiotemporal cube model for analyzing satellite image time series: Application to land-cover mapping and change detection

(2019) Wenqiang Xi et al.   REMOTE SENSING OF ENVIRONMENT

Fmask 4.0: Improved cloud and cloud shadow detection in Landsats 4–8 and Sentinel-2 imagery

(2019) Shi Qiu et al.   REMOTE SENSING OF ENVIRONMENT

A Methodology to Assess Land Use Development, Flooding, and Wetland Change as Indicators of Coastal Vulnerability

(2019) Joanne Nancie Halls et al.   Remote Sensing

An enhanced bloom index for quantifying floral phenology using multi-scale remote sensing observations

(2019) Bin Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Impact of the conversion of Brazilian woodland savanna (cerradão) to pasture and Eucalyptus plantations on soil nitrogen mineralization

(2019) Rosario López-Poma et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Automating field boundary delineation with multi-temporal Sentinel-2 imagery

(2019) Barry Watkins et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling

(2019) Lianfa Li et al.   REMOTE SENSING OF ENVIRONMENT

Fusing optical and SAR time series for LAI gap filling with multioutput Gaussian processes

(2019) Luca Pipia et al.   REMOTE SENSING OF ENVIRONMENT

Thick Cloud Removal With Optical and SAR Imagery via Convolutional-Mapping-Deconvolutional Network

(2019) Wenbo Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network

(2018) Qiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Global patterns of tropical forest fragmentation

(2018) Franziska Taubert et al.   NATURE

Highland cropland expansion and forest loss in Southeast Asia in the twenty-first century

(2018) Zhenzhong Zeng et al.   Nature Geoscience

STAIR: A generic and fully-automated method to fuse multiple sources of optical satellite data to generate a high-resolution, daily and cloud-/gap-free surface reflectance product

(2018) Yunan Luo et al.   REMOTE SENSING OF ENVIRONMENT

An automatic method for screening clouds and cloud shadows in optical satellite image time series in cloudy regions

(2018) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Source identification and impact of landscape pattern on riverine nitrogen pollution in a typical urbanized watershed, Beijing, China

(2018) Jin Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Resource acquisition and reproductive strategies of tropical forest in response to the El Niño–Southern Oscillation

(2018) Matteo Detto et al.   Nature Communications

Large-Area Gap Filling of Landsat Reflectance Time Series by Spectral-Angle-Mapper Based Spatio-Temporal Similarity (SAMSTS)

(2018) et al.   Remote Sensing

A Spectral–Temporal Patch-Based Missing Area Reconstruction for Time-Series Images

(2018) Wei Wu et al.   Remote Sensing

Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping

(2018) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

An Object-Based Linear Weight Assignment Fusion Scheme to Improve Classification Accuracy Using Landsat and MODIS Data at the Decision Level

(2017) Xudong Guan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spatially and Temporally Weighted Regression: A Novel Method to Produce Continuous Cloud-Free Landsat Imagery

(2017) Bin Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Global evaluation of gap-filling approaches for seasonal NDVI with considering vegetation growth trajectory, protection of key point, noise resistance and curve stability

(2017) Ronggao Liu et al.   REMOTE SENSING OF ENVIRONMENT

Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

(2017) Zhiwei Li et al.   REMOTE SENSING OF ENVIRONMENT

CubeSats in Hydrology: Ultrahigh-Resolution Insights Into Vegetation Dynamics and Terrestrial Evaporation

(2017) M. F. McCabe et al.   WATER RESOURCES RESEARCH

Evidence for climate change in the satellite cloud record

(2016) Joel R. Norris et al.   NATURE

A flexible spatiotemporal method for fusing satellite images with different resolutions

(2016) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Cloud Removal From Optical Satellite Imagery With SAR Imagery Using Sparse Representation

(2015) Bo Huang et al.   IEEE Geoscience and Remote Sensing Letters

Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images

(2015) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Missing Information Reconstruction of Remote Sensing Data: A Technical Review

(2015) Huanfeng Shen et al.   IEEE Geoscience and Remote Sensing Magazine

Spatio-temporal reflectance fusion via unmixing: accounting for both phenological and land-cover changes

(2014) Bo Huang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Patch-Based Information Reconstruction of Cloud-Contaminated Multitemporal Images

(2013) Chao-Hung Lin et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Recovering missing pixels for Landsat ETM+ SLC-off imagery using multi-temporal regression analysis and a regularization method

(2013) Chao Zeng et al.   REMOTE SENSING OF ENVIRONMENT

Cloud Removal From Multitemporal Satellite Images Using Information Cloning

(2012) Chao-Hung Lin et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Guided Image Filtering

(2012) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A new geostatistical approach for filling gaps in Landsat ETM+ SLC-off images

(2012) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Stand-level patterns of carbon fluxes and partitioning in a Eucalyptus grandis plantation across a gradient of productivity, in Sao Paulo State, Brazil

(2012) O. C. Campoe et al.   TREE PHYSIOLOGY

Inpainting Strategies for Reconstruction of Missing Data in VHR Images

(2011) Luca Lorenzi et al.   IEEE Geoscience and Remote Sensing Letters

A Modified Neighborhood Similar Pixel Interpolator Approach for Removing Thick Clouds in Landsat Images

(2011) Xiaolin Zhu et al.   IEEE Geoscience and Remote Sensing Letters

A simple and effective method for filling gaps in Landsat ETM+ SLC-off images

(2011) Jin Chen et al.   REMOTE SENSING OF ENVIRONMENT

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

Object-based cloud and cloud shadow detection in Landsat imagery

(2011) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Soil water dynamics under various agricultural land covers on a subsurface drained field in north-central Iowa, USA

(2010) Zhiming Qi et al.   AGRICULTURAL WATER MANAGEMENT

An Edge Embedded Marker-Based Watershed Algorithm for High Spatial Resolution Remote Sensing Image Segmentation

(2010) Deren Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Bandelet-Based Inpainting Technique for Clouds Removal From Remotely Sensed Images

(2009) A. Maalouf et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Geostatistical interpolation of SLC-off Landsat ETM+ images

(2009) M.J. Pringle et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-temporal MODIS–Landsat data fusion for relative radiometric normalization, gap filling, and prediction of Landsat data

(2008) David P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

The availability of cloud-free Landsat ETM+ data over the conterminous United States and globally

(2007) Junchang Ju et al.   REMOTE SENSING OF ENVIRONMENT