Determining the depth and rate of soil movement down the soil profile using an environmental tracer: a hillslope scale assessment
- Creator: Hancock, G. R. , Gibson, A. , Senanayake, I. P. , Cox, Tristan
- Resource Type: journal article
- Date: 2024
Developing a two-decadal time-record of rice field maps using Landsat-derived multi-index image collections with a random forest classifier: A Google Earth Engine based approach
- Creator: Fernando, W. Ashane M. , Senanayake, I. P.
- Resource Type: journal article
- Date: 2024
Prediction of rockfall hazard in open pit mines using a regression based machine learning model
- Creator: Senanayake, I. P. , Hartmann, P. , Giacomini, A. , Huang, J. , Thoeni, K.
- Resource Type: journal article
- Date: 2024
Disaggregating satellite soil moisture products based on soil thermal inertia: a comparison of a downscaling model built at two spatial scales
- Creator: Senanayake, I. P. , Yeo, I-Y. , Willgoose, G. R. , Hancock, G. R.
- Resource Type: journal article
- Date: 2021
Estimating catchment scale soil moisture at a high spatial resolution: Integrating remote sensing and machine learning
- Creator: Senanayake, I. P. , Yeo, I-Y. , Walker, J. P. , Willgoose, G. R.
- Resource Type: journal article
- Date: 2021
An in-situ data based model to downscale radiometric satellite soil moisture products in the Upper Hunter Region of NSW, Australia
- Creator: Senanayake, I. P. , Yeo, I.-Y. , Tangdamrongsub, N. , Willgoose, G. , Hancock, G. , Wells, T. , Fang, B. , Lakshmi, V. , Walker, J.
- Resource Type: journal article
- Date: 2019
Using an artificial neural network to enhance the spatial resolution of satellite soil moisture products based on soil thermal inertia
- Creator: Senanayake, I. P. , Yeo, I-Y , Willgoose, G. R. , Hancock, G. R. , Bretreger, D.
- Resource Type: conference paper
- Date: 2019
Towards sub-catchment scale soil moisture prediction: a combined remote sensing and land surface modelling approach
- Creator: Senanayake, I. P. , Yeo, I. Y. , Willgoose, G. R. , Hancock, G. R.
- Resource Type: conference paper
- Date: 2018
Disaggregation of SMAP radiometric soil moisture measurements at catchment scale using MODIS land surface temperature data
- Creator: Senanayake, I. P. , Yeo, I. Y. , Tangdamrongsub, N. , Willgoose, G. R. , Hancock, G. R. , Wells, T.
- Resource Type: conference paper
- Date: 2017
Downscaling SMAP and SMOS soil moisture retrievals over the Goulburn River Catchment, Australia
- Creator: Senanayake, I. P. , Yeo, I. Y. , Tangdamrongsub, N. , Willgoose, G. R. , Hancock, G. R. , Wells, T. , Fang, B. , Lakshmi, V.
- Resource Type: conference paper
- Date: 2017