Object based data fusion of landform and ancillary data for upscaling soil-landscape mapping in the western Australian pastoral rangelands

QR Code

Object based data fusion of landform and ancillary data for upscaling soil-landscape mapping in the western Australian pastoral rangelands

We have investigated methods to derive landform and vegetation data from a Digital Elevation Model and remote sensing, using classification and segmentation. These data are required to upscale existing regional level landsystem mapping to a higher spatial and thematic resolution (subsystems). In tur...

Full description

Bibliographic Details
Main Authors:	Wilson, Deanna, Corner, Robert, Schut, Antonius
Other Authors:	Irena Hajnsek
Format:	Conference Paper
Published:	IEEE 2012
Subjects:	digital elevation models geographic information systems land surface remote sensing
Online Access:	http://hdl.handle.net/20.500.11937/8017

Similar Items

Classification and use of landform information to increase the accuracy of land condition monitoring in Western Australian pastoral rangelands
by: Wilson, Deanna, et al.
Published: (2011)

Classification and use of landform information to increase the accuracy of land condition monitoring in Western Australian pastoral rangelands
by: Wilson, Deanna Marie
Published: (2018)

Ground truthing protocols for biomass estimation in rangeland environments
by: Mundava, C., et al.
Published: (2013)

A model-based approach for mapping rangelands covers using Landsat TM image data.
by: Ajorlo, M, et al.
Published: (2009)

Integration of remotely sensed data and GIS in NRCS model / Nuratifah Zaharudin
by: Zaharudin, Nuratifah
Published: (2008)

Determination of Chlorophyll-A and Total Suspended Sediment Using Airborne Remote Sensing Data
by: Jasni, Akmalhisham
Published: (2007)

Prediction of Bluetongue virus seropositivity on pastoral properties in northern Australia using remotely sensed bioclimatic variables
by: Klingseisen, Bernhard, et al.
Published: (2013)

Mapping of oil palm land cover using integration of cloud computing, machine learning and big data
by: Shaharum, Nur Shafira Nisa
Published: (2019)

Identification of tourist area from remotely sensed data.
by: Hassan, Azmi, et al.
Published: (1989)

Attitude control simulation of small satellites with reaction wheels
by: Ismail, Zuliana
Published: (2009)

Ocean salinity measurement using remote sensing data.
by: Ekechukwu, Boniface, et al.

Analysis on subdivision technical practice between Malaysia and Thailand in cadastral application / Muhammad Afiq Ikhwan Hamidi
by: Hamidi, Muhammad Afiq Ikhwan
Published: (2020)

Comparative studies of remotely sensed coastline mapping techniques / Siti Aekbal Salleh, Nurhanis Syazlia Hasshim and Nor Aizam Adnan
by: Salleh, Siti Aekbal, et al.
Published: (2015)

Assessment of pleiades satellite image for mangrove forest classification / Sharul Nizam Rosli
by: Rosli, Sharul Nizam
Published: (2020)

Wave Spectra and Shoreline Change Studies by Remote Sensing
by: Marghany, Maged Mahmoud
Published: (2000)

Fractals and fuzzy sets for modelling the heterogenity and spatial complexity of urban landscapes using multiscale remote sensing data
by: Islam, Zahurul
Published: (2004)

Surface-atmosphere interactions in the thermal infrared (8 - 14um)
by: McAtee, Brendon Kynnie
Published: (2003)

Development of a geospatial framework for monitoring and assessing desertification in Kebbi state, Nigeria
by: Aliero, Muhammadu Mansur
Published: (2018)

Multispectral remote sensing for nitrogen fertilizer management in oil palm
by: Khouzani, Mohammad Yadegari
Published: (2017)

Multi-source data fusion for land use classification using deep learning
by: Cao, Rui
Published: (2021)

Non-Destructive Assessment of Dry Matter Yield, Nutrient Content and Feeding Value of Grass Swards with Imaging Spectroscopy
by: Schut, Antonius, et al.
Published: (2004)

Detection of deforestation and forest fragmentation in forest reserve Ulu Muda, Kedah by using : spot data imagery / Muhammad Hazim Hazairin
by: Hazairin, Muhammad Hazim
Published: (2018)

Effects of data transformation and classifier selections on urban feature discrimination using hyperspectral imagery
by: Misman, Muhamad Afizzul
Published: (2012)

Global warming: an analysis of the existing Malaysian legislations in curtailing the problem / Siti Khadijah Abdullah Sanek, Nur Irinah Mohamad Sirat and Azlyn Ahmad Zawawi
by: Abdullah Sanek, Siti Khadijah, et al.
Published: (2012)

Effect of vegetation on dengue fever / Norain Najihah Nor Azmy
by: Nor Azmy, Norain Najihah
Published: (2018)

Building detection using object-based Image analysis (OBIA) and machine learning (ML) algorithms / Hanani Mohd Shahar
by: Mohd Shahar, Hanani
Published: (2020)

Benthic habitat mapping and coral bleaching detection using quickbird imagery and Kd algorithm
by: Kabiri, Keivan
Published: (2013)

Improving Classification of Remotely Sensed Data Using Best Band Selection Index and Cluster Labelling Algorithms
by: Teoh, Chin Chuang
Published: (2005)

Determination of NDVI using landsat 8 satellite imagery data and Its relationship with chlorophyll A and chlorophyll B content in teresstrial plant species leaves at Hutan Semarak in UiTM Perlis / Nur Atiqah Othman
by: Othman, Nur Atiqah
Published: (2020)

The sensitivity of mapping methods to reference data quality: training supervised image classifications with imperfect reference data
by: Foody, Giles M., et al.
Published: (2016)

Optimized techniques for landslide detection and characteristics using LiDAR data
by: Mezaal, Mustafa Ridha
Published: (2018)

Relationship between deforestation and land surface temperature across an elevation gradient using satellite imagery in Cameron Highlands, Malaysia
by: How, Darren Jin Aik
Published: (2021)

The impact of land use and land cover changes on land surface temperature in a rapidly urbanizing megacity
by: Dewan, Ashraf, et al.
Published: (2012)

Compression of Three-Dimensional Terrain Data Using Lifting Scheme Based on Second Generation Wavelets
by: Pradhan, Biswajeet
Published: (2006)

A geostatistical approach to upscale soil moisture with unequal precision observations
by: Wang, J., et al.
Published: (2014)

Enhancing the spatial resolution of Landsat data for mapping urban areas
by: Momeni, Rahman
Published: (2017)

Atmospheric water vapour determination from remotely sensed hyperspectral data.
by: Rodger, Andrew P.
Published: (2002)

Using the Arau Model to locate groundwater potential zones in the northern regions of Malaysia / Ahmad Kamal Mad Issa et al.
by: Md. Issa, Ahmad Kamal, et al.
Published: (2012)

Remote sensing of agricultural salinity.
by: Hick, Peter T.
Published: (1987)

Comparison between object based classfication and pixel based classfication technique to detect deforestation in Ulu Muda forest reserve, Kedah / Shahrul Nizam Jamaludin
by: Jamaludin, Shahrul Nizam
Published: (2018)