Thomas F. A. Bishop

According to our database, Thomas F. A. Bishop authored at least 12 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Field-scale soil moisture estimated from Sentinel-1 SAR data using a knowledge-guided deep learning approach.

Yi Yu, Patrick Filippi, Thomas F. A. Bishop

CoRR, May, 2025

Spatial Soil Moisture Prediction From In Situ Data Upscaled to Landsat Footprint: Assessing Area of Applicability of Machine Learning Models.

Yi Yu, Brendan P. Malone, Luigi J. Renzullo, Chad Burton, Siyuan Tian, Ross D. Searle, Thomas F. A. Bishop, Jeffrey P. Walker

IEEE Trans. Geosci. Remote. Sens., 2025

2024

Siamese Biattention Pooling Network for Change Detection in Remote Sensing.

Hengzhi Chen, Kun Hu, Patrick Filippi, Wei Xiang, Thomas F. A. Bishop, Zhiyong Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting.

Penghui Wen, Lei Bai, Mengwei He, Patrick Filippi, Feng Zhang, Thomas F. A. Bishop, Zhiyong Wang, Kun Hu

CoRR, 2024

2023

Geodata-Harvester: A Python package to jumpstart geospatial data extraction and analysis.

Sebastian Haan, Januar Harianto, Nathaniel Butterworth, Thomas F. A. Bishop

J. Open Source Softw., October, 2023

2022

Assessment of the Effect of Soil Sample Preparation, Water Content and Excitation Time on Proximal X-ray Fluorescence Sensing.

Shuo Li, Jiali Shen, Thomas F. A. Bishop, Raphael A. Viscarra Rossel

Sensors, 2022

Identifying causes of crop yield variability with interpretive machine learning.

Edward J. Jones, Thomas F. A. Bishop, Brendan P. Malone, Patrick J. Hulme, Brett Whelan, Patrick Filippi

Comput. Electron. Agric., 2022

2021

Machine Learning Optimised Hyperspectral Remote Sensing Retrieves Cotton Nitrogen Status.

Ian J. Marang, Patrick Filippi, Tim B. Weaver, Bradley J. Evans, Brett Whelan, Thomas F. A. Bishop, Mohammed O. F. Murad, Dhahi Alshammari, Guy Roth

Remote. Sens., 2021

2020

Mapping of Cotton Fields Within-Season Using Phenology-Based Metrics Derived from a Time Series of Landsat Imagery.

Dhahi Alshammari, Ignacio Fuentes, Brett Whelan, Patrick Filippi, Thomas F. A. Bishop

Remote. Sens., 2020

2019

Fuzzy measure-based multicriteria land assessment for rainfed maize in West Africa for the current and a range of plausible future climates.

Sabastine U. Ugbaje, Inakwu O. A. Odeh, Thomas F. A. Bishop

Comput. Electron. Agric., 2019

2017

Assessing the spatio-temporal variability of vegetation productivity in Africa: quantifying the relative roles of climate variability and human activities.

Sabastine U. Ugbaje, Inakwu O. A. Odeh, Thomas F. A. Bishop, Jianlong Li

Int. J. Digit. Earth, 2017

2006

Uncertainty analysis for soil-terrain models.

Thomas F. A. Bishop, Budiman Minasny, Alex B. McBratney

Int. J. Geogr. Inf. Sci., 2006