Kevin Tansey

48 papers C 4Journal 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
Estimating wheat grain filling course by fusing digital and thermal infrared images.
Comput. Electron. Agric.
Ying Du, Kevin Tansey, Dong Han, Zhenhai Li, Guijun Yang
2025 J jnl
A Knowledge-Guided Deep Learning Framework With Remotely Sensed Variables and Meteorological Variables for Improving Wheat Yield Estimation.
IEEE Trans. Geosci. Remote. Sens.
Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang
2025 J jnl
An interpretable approach combining Shapley additive explanations and LightGBM based on data augmentation for improving wheat yield estimates.
Comput. Electron. Agric.
Ying Wang, Pengxin Wang, Kevin Tansey, Junming Liu, Bethany Delaney, Wenting Quan
2025 J jnl
An interpretable wheat yield estimation model using an attention mechanism-based deep learning framework with multiple remotely sensed variables.
Int. J. Appl. Earth Obs. Geoinformation
Mingqi Li, Pengxin Wang, Kevin Tansey, Yue Zhang, Fengwei Guo, Junming Liu, Hongmei Li
2025 J jnl
Enhancing Winter Wheat Yield Estimation With a CNN-Transformer Hybrid Framework Utilizing Multiple Remotely Sensed Parameters.
IEEE Trans. Geosci. Remote. Sens.
Jiangli Du, Yue Zhang, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang
2025 J jnl
Improved field-scale drought monitoring using MODIS and Sentinel-2 data for vegetation temperature condition index generation through a fusion framework.
Comput. Electron. Agric.
Mingqi Li, Pengxin Wang, Kevin Tansey, Yuanfei Sun, Fengwei Guo, Ji Zhou
2025 J jnl
Improved leaf area index reconstruction in heavily cloudy areas: A novel deep learning approach for SAR-Optical fusion integrating spatiotemporal features.
Int. J. Appl. Earth Obs. Geoinformation
Mingqi Li, Pengxin Wang, Kevin Tansey, Fengwei Guo, Ji Zhou
2025 J jnl
Optimizing Soil Properties Mapping: A Comparative Study of UAV and Satellite Imagery With Ensemble Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yujiao Lyu, Pengxin Wang, Xueyuan Bai, Kevin Tansey, Peng Ning, Lin Yang, Tianfeng Zhang, Yongsheng Hong, Jie Zhang
2025 J jnl
Pixel-based agricultural drought forecasting based on deep learning approach: Considering the linear trend and residual feature of vegetation temperature condition index.
Comput. Electron. Agric.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Yuanfei Sun, Mingqi Li, Ji Zhou
2025 J jnl
WVTF: A Transformer-Based Model Toward Improving Wheat Yield Estimation Under Mode Decomposition Technique.
IEEE Trans. Geosci. Remote. Sens.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Junming Liu, Shuyu Zhang, Xin Ye
2024 J jnl
A graph-based deep learning framework for field scale wheat yield estimation.
Int. J. Appl. Earth Obs. Geoinformation
Dong Han, Pengxin Wang, Kevin Tansey, Yue Zhang, Hongmei Li
2024 J jnl
A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables.
Comput. Electron. Agric.
Fengwei Guo, Pengxin Wang, Kevin Tansey, Yue Zhang, Mingqi Li, Junming Liu, Shuyu Zhang
2024 J jnl
Exploring Spatial Patterns of Tropical Peatland Subsidence in Selangor, Malaysia Using the APSIS-DInSAR Technique.
Remote. Sens.
Betsabe De la Barreda-Bautista, Martha Ledger, Sofie Sjögersten, David Gee, Andrew Sowter, Beth Cole, Susan Page, David J. Large, Chris D. Evans, Kevin Tansey, Stephanie L. Evers, Doreen S. Boyd
2024 J jnl
Spatio-Temporal Variation of Cyanobacteria Blooms in Taihu Lake Using Multiple Remote Sensing Indices and Machine Learning.
Remote. Sens.
Xin Pan, Jie Yuan, Zi Yang, Kevin Tansey, Wenying Xie, Hao Song, Yuhang Wu, Yingbao Yang
2024 J jnl
Spatiotemporal Data Fusion of Index-Based VTCI Using Sentinel-2 and -3 Satellite Data for Field-Scale Drought Monitoring.
IEEE Trans. Geosci. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Mingqi Li, Fengwei Guo, Junming Liu, Shuyu Zhang
2024 J jnl
Tiger Habitat Quality Modelling in Malaysia with Sentinel-2 and InVEST.
Remote. Sens.
Valentin Louis, Susan Page, Kevin Tansey, Laurence Jones, Konstantina Bika, Heiko Balzter
2023 J jnl
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables.
Comput. Electron. Agric.
Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan
2023 J jnl
Enhanced Feature Extraction From Assimilated VTCI and LAI With a Particle Filter for Wheat Yield Estimation Using Cross-Wavelet Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Zhang, Pengxin Wang, Kevin Tansey, Dong Han, Chi Chen, Junming Liu, Hongmei Li
2022 J jnl
Combining Sentinel-1 and -3 Imagery for Retrievals of Regional Multitemporal Biophysical Parameters Under a Deep Learning Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Shuyu Zhang, Hongmei Li
2022 J jnl
Improving wheat yield estimates using data augmentation models and remotely sensed biophysical indices within deep neural networks in the Guanzhong Plain, PR China.
Comput. Electron. Agric.
Jingqi Zhang, Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li
2022 J jnl
Integrating an attention-based deep learning framework and the SAFY-V model for winter wheat yield estimation using time series SAR and optical data.
Comput. Electron. Agric.
Dong Han, Pengxin Wang, Kevin Tansey, Junming Liu, Yue Zhang, Huiren Tian, Shuyu Zhang
2022 J jnl
Pyeo: A Python package for near-real-time forest cover change detection from Earth observation using machine learning.
Comput. Geosci.
J. F. Roberts, R. Mwangi, F. Mukabi, J. Njui, K. Nzioka, J. K. Ndambiri, Cristiana Pereira Bispo, F. D. B. Espirito-Santo, Y. Gou, S. C. M. Johnson, Valentin Louis, A. M. Pacheco-Pascagaza, Pedro Rodríguez-Veiga, Kevin Tansey, Caroline Upton, Ciaran Robb, Heiko Balzter
2021 J jnl
A deep learning framework under attention mechanism for wheat yield estimation using remotely sensed indices in the Guanzhong Plain, PR China.
Int. J. Appl. Earth Obs. Geoinformation
Huiren Tian, Pengxin Wang, Kevin Tansey, Dong Han, Jingqi Zhang, Shuyu Zhang, Hongmei Li
2021 J jnl
Improving Wheat Yield Estimates by Integrating a Remotely Sensed Drought Monitoring Index Into the Simple Algorithm for Yield Estimate Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dong Han, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Huiren Tian, Yue Zhang, Hongmei Li
2021 J jnl
Land Surface Temperature and Emissivity Retrieval From Nighttime Middle-Infrared and Thermal-Infrared Sentinel-3 Images.
IEEE Geosci. Remote. Sens. Lett.
Jing Nie, Huazhong Ren, Yitong Zheng, Darren Ghent, Kevin Tansey
2020 J jnl
An IPSO-BP neural network for estimating wheat yield using two remotely sensed variables in the Guanzhong Plain, PR China.
Comput. Electron. Agric.
Huiren Tian, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Jingqi Zhang, Hongmei Li
2020 J jnl
Burned Area Detection and Mapping: Intercomparison of Sentinel-1 and Sentinel-2 Based Algorithms over Tropical Africa.
Remote. Sens.
Mihai A. Tanase, Miguel A. Belenguer-Plomer, Ekhi Roteta, Aitor Bastarrika, James E. M. Wheeler, Ángel Fernández-Carrillo, Kevin Tansey, Werner Wiedemann, Peter Navratil, Sandra Lohberger, Florian Siegert, Emilio Chuvieco
2020 J jnl
Developing a fused vegetation temperature condition index for drought monitoring at field scales using Sentinel-2 and MODIS imagery.
Comput. Electron. Agric.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Lei Wang
2020 J jnl
Drought Monitoring Using the Sentinel-3-Based Multiyear Vegetation Temperature Condition Index in the Guanzhong Plain, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Darren Ghent, Shuyu Zhang, Hongmei Li, Lei Wang
2020 J jnl
Linking an agro-meteorological model and a water cloud model for estimating soil water content over wheat fields.
Comput. Electron. Agric.
Dong Han, Pengxin Wang, Kevin Tansey, Xijia Zhou, Shuyu Zhang, Huiren Tian, Jingqi Zhang, Hongmei Li
2020 J jnl
Reconstruction of time series leaf area index for improving wheat yield estimates at field scales by fusion of Sentinel-2, -3 and MODIS imagery.
Comput. Electron. Agric.
Xijia Zhou, Pengxin Wang, Kevin Tansey, Shuyu Zhang, Hongmei Li, Huiren Tian
2020 J jnl
Woody Aboveground Biomass Mapping of the Brazilian Savanna with a Multi-Sensor and Machine Learning Approach.
Remote. Sens.
Polyanna da Conceição Bispo, Pedro Rodríguez-Veiga, Bárbara Zimbres, Sabrina do Couto de Miranda, Cassio Henrique Giusti Cezare, Sam Fleming, Francesca Baldacchino, Valentin Louis, Dominik Rains, Mariano García, Fernando Del Bon Espírito-Santo, Iris Roitman, Ana Maria Pacheco-Pascagaza, Yaqing Gou, John Roberts, Kirsten Barrett, Laerte Guimarães Ferreira, Julia Zanin Shimbo, Ane Alencar, Mercedes Bustamante, Iain Hector Woodhouse, Edson Eyji Sano, Jean P. H. B. Ometto, Kevin Tansey, Heiko Balzter
2019 J jnl
Impact of Soil Reflectance Variation Correction on Woody Cover Estimation in Kruger National Park Using MODIS Data.
Remote. Sens.
Sa'ad Ibrahim, Heiko Balzter, Kevin Tansey, Renaud Mathieu, Narumasa Tsutsumida
2019 J jnl
Land Surface Temperature Retrieval from Sentinel-3A Sea and Land Surface Temperature Radiometer, Using a Split-Window Algorithm.
Remote. Sens.
Yitong Zheng, Huazhong Ren, Jinxin Guo, Darren Ghent, Kevin Tansey, Xingbang Hu, Jing Nie, Shanshan Chen
2019 J jnl
Multi-Constrained Optimization Method of Line Segment Extraction Based on Multi-Scale Image Space.
ISPRS Int. J. Geo Inf.
Yiyuan Sun, Qiang Wang, Kevin Tansey, Sana Ullah, Fan Liu, Haimeng Zhao, Lei Yan
2018 J jnl
Automatic checkerboard detection for camera calibration using self-correlation.
J. Electronic Imaging
Yizhen Yan, Peng Yang, Lei Yan, Jie Wan, Yanbiao Sun, Kevin Tansey, Anand K. Asundi, Hongying Zhao
2017 J jnl
Relationships of S-Band Radar Backscatter and Forest Aboveground Biomass in Different Forest Types.
Remote. Sens.
Ramesh K. Ningthoujam, Heiko Balzter, Kevin Tansey, Ted R. Feldpausch, Edward T. A. Mitchard, Akhlaq Amin Wani, Pawan Kumar Joshi
2017 C conf
Tropical forest structure observation with TanDEM-X data.
IGARSS
Andrea Pulella, Polyanna da Conceição Bispo, Matteo Pardini, Florian Kugler, Victor Cazcarra-Bes, Marivi Tello, Kostas Papathanassiou, Heiko Balzter, Igor G. Rizaev, Maiza Nara dos-Santos, João Roberto dos Santos, Luciana Spinelli de Araujo, Kevin Tansey
2016 J jnl
Airborne S-Band SAR for Forest Biophysical Retrieval in Temperate Mixed Forests of the UK.
Remote. Sens.
Ramesh K. Ningthoujam, Heiko Balzter, Kevin Tansey, Keith Morrison, Sarah C. M. Johnson, France Gerard, Charles T. George, Yadvinder Malhi, Geoff Burbidge, Sam Doody, Nick Veck, Gary M. Llewellyn, Thomas Blythe, Pedro Rodríguez-Veiga, Sybrand van Beijma, Bernard Spies, Chloe Barnes, Marc Padilla-Parellada, James E. M. Wheeler, Valentin Louis, Tom Potter, Alexander Edwards-Smith, Jaime Polo Bermejo
2016 J jnl
Evaluating the Use of an Object-Based Approach to Lithological Mapping in Vegetated Terrain.
Remote. Sens.
Stephen R. Grebby, Elena Field, Kevin Tansey
2016 J jnl
Mapping Forest Cover and Forest Cover Change with Airborne S-Band Radar.
Remote. Sens.
Ramesh K. Ningthoujam, Kevin Tansey, Heiko Balzter, Keith Morrison, Sarah C. M. Johnson, France Gerard, Charles T. George, Geoff Burbidge, Sam Doody, Nick Veck, Gary M. Llewellyn, Thomas Blythe
2014 J jnl
Ten years of global burned area products from spaceborne remote sensing - A review: Analysis of user needs and recommendations for future developments.
Int. J. Appl. Earth Obs. Geoinformation
Florent Mouillot, Martin G. Schultz, Chao Yue, Patricia Cadule, Kevin Tansey, Philippe Ciais, Emilio Chuvieco
2014 J jnl
The Impact of Vegetation on Lithological Mapping Using Airborne Multispectral Data: A Case Study for the North Troodos Region, Cyprus.
Remote. Sens.
Stephen R. Grebby, Dickson Cunningham, Kevin Tansey, Jonathan Naden
2012 C conf
The ESA climate change initiative: Merging burned area estimates for the Fire Essential Climate Variable.
IGARSS
Andrew V. Bradley, Kevin Tansey, Emilio Chuvieco
2009 J jnl
Integrating building footprints and LiDAR elevation data to classify roof structures and visualise buildings.
Comput. Environ. Urban Syst.
Cici Alexander, Sarah Smith-Voysey, Claire H. Jarvis, Kevin Tansey
2007 C conf
The GLOBCARBON initiative global biophysical products for terrestrial carbon studies.
IGARSS
Stephen Plummer, Olivier Arino, Franck Ranera, Kevin Tansey, Jing Chen, Gérard Dedieu, Hugh Eva, Isidoro Piccolini, Roland Leigh, Geert Borstlap, Bart Beusen, Walter Heyns, Riccardo Benedetti
2003 J jnl
An algorithm for mapping burnt areas in Australia using SPOT-VEGETATION data.
IEEE Trans. Geosci. Remote. Sens.
Daniela Stroppiana, Kevin Tansey, Jean-Marie Grégoire, José M. C. Pereira
2003 C conf
Use of data from the VEGETATION instrument for global environmental monitoring: some lessons from the GLC 2000 and the GBA 2000 projects.
IGARSS
Etienne Bartholomé, Alan S. Belward, Frédéric Achard, Sergey A. Bartalev, Cesar Carmona-Moreno, Hugh Eva, Steffen Fritz, Jean-Marie Grégoire, Philippe Mayaux, Hans Jürgen Stibig, Kevin Tansey