Prof Armando Apan

Prof Armando Apan
NameProf Armando Apan
Email Addressarmando.apan@unisq.edu.au
Job TitleProfessor (Geographic Systems)
QualificationsBSc Phillipines, MSc Asian IT, PhD Monash
DepartmentSchool of Surveying and Built Environment
AffiliationsCentre for Sustainable Agricultural Systems
ORCIDhttps://orcid.org/0000-0002-5412-8881
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Biography

Dr Armando Apan is a Professor of Remote Sensing and GIS at the University of Southern Queensland (USQ), Australia. His research interests include the application of remote sensing and GIS to observe terrestrial ecosystems and their responses to environmental/climate change; forest vegetation and habitat mapping, biodiversity assessment; land use/cover change analysis; agricultural crop mapping and yield prediction; flood and drought mapping.

He is currently affiliated with the School of Surveying and Built Environment and the Institute for Life Sciences and the Environment at USQ. He was the Associate Dean (Research) of the Faculty of Engineering and Surveying at USQ from 2011-2013. He is also an Adjunct Professor at the Institute of Environmental Science and Meteorology at the University of the Philippines Diliman.

Professor Apan was the recipient of the “Queensland Spatial Science Excellence Award” in 2006 and was elevated as Fellow of the Australia’s Surveying and Spatial Sciences Institute in the same year. He was Finalist to the “2014 Condamine Awards (Research Category)”, awarded by Condamine Alliance, Toowoomba, Queensland. Armando was also the recipient of the "USQ Award for Excellence in Design and Delivery of Teaching Materials" in 2005, the "USQ Award for Excellence in Research (Early Career)" in 2002, and the "Outstanding Alumnus Award (International Service)" from the University of the Philippines Los Baños, College of Forestry and Natural Resources in 2014.

He was the topnotcher (rank 1st out of 1,183) of the 1987 Foresters’ Board Examination, given by the Professional Regulation Commission, Manila.

Employment

PositionOrganisationFromTo
ProfessorUniversity of Southern Queensland19972023

Expertise

Application of remote sensing and GIS to observe terrestrial ecosystems and their responses to environmental/climate change; forest vegetation and habitat mapping, biodiversity assessment; land use/cover change analysis; agricultural crop mapping and yield prediction; flood and drought mapping.

Teaching

GIS2405 Spatial Analysis and Modelling

GIS3008 Applications of GIS and Remote Sensing

Fields of Research

  • 300206. Agricultural spatial analysis and modelling
  • 401302. Geospatial information systems and geospatial data modelling
  • 401304. Photogrammetry and remote sensing
  • 410406. Natural resource management
  • 410407. Wildlife and habitat management
BSc
Phillipines
1982
MSc
Asian IT
1992
PhD
Monash
1997

Current Supervisions

Research TitleSupervisor TypeLevel of StudyCommenced
Application of GIS/GPS in Pavement Management System ¿ the case study of Tan Son Nhat International Airport in the development of Terminal 3 and taxi-way improvementPrincipal SupervisorMasters2024
Integration of earth observation technologies including optical and synthetic aperture radar imageries for bushfire/wildfire risk mapping, prediction, and post burn assessment.Associate SupervisorDoctoral2024
ENVIRONMENTAL JUSTICE IN A PARTICIPATORY FOREST MANAGEMENT MODEL: A CASE FROM THE TERAI ARC LANDSCAPE (TAL) OF NEPALAssociate SupervisorDoctoral2023
A GIS based approach to promote sustainable economic opportunities for rural Queensland indigenous people to overcome income disparityAssociate SupervisorDoctoral2022
Assessing and comparing various aspects of tiger-prey interactions, habitat use pattern, and the impact of human disturbances on tiger behaviour in three distinct forest management regimes in NepalAssociate SupervisorDoctoral2022
Utilisation of GIS, Remote Sensing and Deep Learning to detect or predict the location of Indigenous Australian Cultural Heritage sites.Principal SupervisorDoctoral2022
Socio-ecological trade-offs in ecosystem services in the HimalayasAssociate SupervisorDoctoral2021
URBAN AND RURAL FLOOD MAPPING USING RADAR REMOTE SENSING AND INNOVATIVE MACHINE LEARNING TECHNIQUESPrincipal SupervisorDoctoral2021
Integrated Climate Resilient Modelling of Renewable Energy Transition in NepalAssociate SupervisorDoctoral2021
Machine learning and artificial intelligence: Applications in government support GISPrincipal SupervisorDoctoral2020
Dynamic water sharing arrangements to address increased streamflow variability in the Northern Murray Darling BasinPrincipal SupervisorDoctoral2020
Effects of using social media application on management of natural disaster and local communitys engagement: a case study in rural area in Thailand.  Associate SupervisorDoctoral2020
VEGETATION DYNAMICS AND CLIMATE CHANGE IMPACTS IN ZAMBIAS SAVANNAS: ANALYSIS USING GEOSPATIAL TECHNIQUES AND CLIMATE MODELLING APPROACHESPrincipal SupervisorDoctoral2019

Completed Supervisions

Research TitleSupervisor TypeLevel of StudyCompleted
Home garden characteristics amongst Lao¿s vulnerable upland rural farmers in the context of food security, nutrition, and climate changeAssociate SupervisorMasters2024
Water Usage and Water Availability Under Changing Land Use and Climate Within Toowoomba Region, Queensland, AustraliaPrincipal SupervisorDoctoral2024
DEMARCATING HIGH-RISK ZONES OF HUMAN-ELEPHANT CONFLICT IN SRI LANKA UTILIZING GIS AND A SATELLITE DATA FUSION APPROACHAssociate SupervisorDoctoral2024
CO-APPLICATION OF BIOCHAR AND VEGETABLE CROP RESIDUE INFLUENCING SOIL PHYSICOCHEMICAL PROPERTIES, NITRATE LEACHING, NITROUS OXIDE EMISSION IN VEGETABLE CROPPING SYSTEMAssociate SupervisorMasters2024
FLOODPLAIN VEGETATION RESPONSES UNDER CLIMATE CHANGE IN THE MURRUMBIDGEE CATCHMENT USING REMOTE SENSING AND HYDROLOGICAL MODELSPrincipal SupervisorDoctoral2023
Machine Learning-based Assessment of Deforestation, Successional Stages, and Carbon Stocks in a Tropical Montane Forest Using Radar and Optical Satellite ImageryPrincipal SupervisorDoctoral2023
Honey Bee Habitat Suitability: Unveiling Spatial and Temporal Variations, Predicting Futures, and Mitigating Natural Hazard ImpactsPrincipal SupervisorDoctoral2023
Evaluating the Spatial Distribution of Endangered Frogs in Northern Queensland and the Threats to their Continued SurvivalPrincipal SupervisorMasters2023
Greater One-horned Rhinoceros (Rhinoceros unicornis) in Nepal in the Context of Climate Change: Vulnerability Assessment and Adaptation PlanningAssociate SupervisorDoctoral2022
Forecasting seasonal rainfall with copula modelling approach for agricultural stations in Papua New GuineaAssociate SupervisorMasters2019
Remote sensing of peanut cropping areas and modelling of their future geographic distribution and disease risksPrincipal SupervisorDoctoral2019
Evaluation of the impact of Regional Natural Resource Management on land management and ground cover in the upper Maranoa River catchmentAssociate SupervisorDoctoral2019
Development of statistical and geospatial-based framework for drought-risk assessmentAssociate SupervisorDoctoral2018
Proximal and remote sensing for early detection and assessment of herbicide drift damage on cotton cropsPrincipal SupervisorDoctoral2017
Assessing and mapping of Carbon in biomass and soil of mangrove forest and competing land uses in the PhilippinesPrincipal SupervisorDoctoral2017
Fine-scale habitat mapping and modelling of the bulloak jewel butterfly and climate change impact analysisPrincipal SupervisorDoctoral2016
A generic multimedia configuration management system for constrained spatial user-interface designPrincipal SupervisorDoctoral2016

Decoupling REDD+ understanding of local stakeholders on the onset of materializing carbon credits from forests in Nepal

Pandey, Hari Prasad, Maraseni, Tek Narayan, Apan, Armando and Bhusal, Shreejana. 2024. "Decoupling REDD+ understanding of local stakeholders on the onset of materializing carbon credits from forests in Nepal." Forest Ecosystems. 11. https://doi.org/10.1016/j.fecs.2024.100239

Facilitating sustainable energy transition of Nepal: A best-fit model to prioritize influential socio-economic and climate perception factors on household energy behaviour

Bhattarai, Utsav, Maraseni, Tek, Devkota, Laxmi Prasad and Apan, Armando. 2024. "Facilitating sustainable energy transition of Nepal: A best-fit model to prioritize influential socio-economic and climate perception factors on household energy behaviour." Energy for Sustainable Development: the journal of the international energy initiative. 81. https://doi.org/10.1016/j.esd.2024.101505

Identifying human elephant conflict hotspots through satellite remote sensing and GIS to support conflict mitigation

Gunawansa, Thakshila D., Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita K.. 2024. "Identifying human elephant conflict hotspots through satellite remote sensing and GIS to support conflict mitigation ." Remote Sensing Applications: Society and Environment. 35. https://doi.org/10.1016/j.rsase.2024.101261

Evaluating four decades of energy policy evolution for sustainable development of a South Asian country-Nepal: A comprehensive review

Bhattarai, Utsav, Maraseni, Tek, Devkota, Laxmi P. and Apan, Armando. 2024. "Evaluating four decades of energy policy evolution for sustainable development of a South Asian country-Nepal: A comprehensive review." Sustainable Development. https://doi.org/10.1002/sd.3053

A composite indicator-based method to assess the energy security of Nepal and prospects of cross-border electricity sharing in South Asia

Bhattarai, Utsav, Maraseni, Tek, Devkota, Laxmi and Apan, Armando. 2024. "A composite indicator-based method to assess the energy security of Nepal and prospects of cross-border electricity sharing in South Asia." Environmental Development. 51. https://doi.org/10.1016/j.envdev.2024.101002

Enviro-economic and feasibility analysis of industrial hemp value chain: A systematic literature review

Budhathoki, Rajan, Maraseni, Tek and Apan, Armando. 2024. "Enviro-economic and feasibility analysis of industrial hemp value chain: A systematic literature review." GCB Bioenergy. 16 (6). https://doi.org/10.1111/gcbb.13141

A systematic literature review: Trends and current state of research on Bengal tiger (Panthera tigris tigris), 2010-2022

Maharjan, Amir, Maraseni, Tek, Allen, Benjamin L. and Apan, Armando. 2024. "A systematic literature review: Trends and current state of research on Bengal tiger (Panthera tigris tigris), 2010-2022." Biodiversity and Conservation. 33 (6-7), pp. 1871-1894. https://doi.org/10.1007/s10531-024-02856-3

Unravelling the impact of climate change on honey bees: An ensemble modelling approach to predict shifts in habitat suitability in Queensland, Australia

Tennakoon, Sarasie, Apan, Armando and Maraseni, Tek. 2024. "Unravelling the impact of climate change on honey bees: An ensemble modelling approach to predict shifts in habitat suitability in Queensland, Australia." Ecology and Evolution. 14 (4). https://doi.org/10.1002/ece3.11300

Modelling Floodplain Vegetation Response to Climate Change, Using the Soil and Water Assessment Tool (SWAT) Model Simulated LAI, Applying Different GCM’s Future Climate Data and MODIS LAI Data

Muhury, Newton, Apan, Armando and Maraseni, Tek. 2024. "Modelling Floodplain Vegetation Response to Climate Change, Using the Soil and Water Assessment Tool (SWAT) Model Simulated LAI, Applying Different GCM’s Future Climate Data and MODIS LAI Data ." Remote Sensing. 16 (7). https://doi.org/10.3390/rs16071204

Uncovering the Hidden Carbon Treasures of the Philippines’ Towering Mountains: A Synergistic Exploration Using Satellite Imagery and Machine Learning

Altarez, Richard Dein D., Apan, Armando and Maraseni, Tek. 2024. "Uncovering the Hidden Carbon Treasures of the Philippines’ Towering Mountains: A Synergistic Exploration Using Satellite Imagery and Machine Learning." PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92 (1), pp. 55-73. https://doi.org/10.1007/s41064-023-00264-w

Application of machine learning to assess people's perception of household energy in the developing world: A case of Nepal

Bhattarai, Utsav, Maraseni, Tek, Devkota, Laxmi Prasad and Apan, Armando. 2023. "Application of machine learning to assess people's perception of household energy in the developing world: A case of Nepal." Energy and AI. 14. https://doi.org/10.1016/j.egyai.2023.100303

Understanding production possibility frontiers and utility values of ecosystem services in the Himalayas: An analysis of the supply-demand divide

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Understanding production possibility frontiers and utility values of ecosystem services in the Himalayas: An analysis of the supply-demand divide." Journal of Cleaner Production. 423. https://doi.org/10.1016/j.jclepro.2023.138725

Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery

Gunawansa, Thakshila D., Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita. 2023. "Greenery change and its impact on human-elephant conflict in Sri Lanka: a model-based assessment using Sentinel-2 imagery." International Journal of Remote Sensing. 44 (16), pp. 5121-5146. https://doi.org/10.1080/01431161.2023.2244644

Preference, perceived change, and professed relationship among ecosystem services in the Himalayas

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Preference, perceived change, and professed relationship among ecosystem services in the Himalayas." Journal of Environmental Management. 344. https://doi.org/10.1016/j.jenvman.2023.118522

The human-elephant conflict in Sri Lanka: history and present status

Gunawansa, Thakshila, Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita K.. 2023. "The human-elephant conflict in Sri Lanka: history and present status." Biodiversity and Conservation. 32 (10), pp. 3025-3052. https://doi.org/10.1007/s10531-023-02650-7

TIMESAT software for estimating crop seasonality parameter

Haerani, Haerani and Apan, Armando. 2023. "TIMESAT software for estimating crop seasonality parameter." 1st Unhas International Conference on Agricultural Technology (UICAT 2021). Makassar, Indonesia 27 - 28 Oct 2021 United States. AIP Publishing. https://doi.org/10.1063/5.0118791

Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data

Apan, Armando, Andrew, Ogbaje, Paudyal, Dev Raj and Perera, Kithsiri. 2023. "Convolutional Neural Network-Based Deep Learning Approach for Automatic Flood Mapping Using NovaSAR-1 and Sentinel-1 Data." ISPRS International Journal of Geo-Information. 12 (194), pp. 1-26. https://doi.org/https://doi.org/10.3390/ijgi12050194

Rationalizing donations and subsidies: Energy ecosystem development for sustainable renewable energy transition in Nepal

Bhattarai, Utsav, Maraseni, Tek, Apan, Armando and Devkota, Laxmi Prasad. 2023. "Rationalizing donations and subsidies: Energy ecosystem development for sustainable renewable energy transition in Nepal." Energy Policy. 177. https://doi.org/10.1016/j.enpol.2023.113570

Decoding the impacts of space and time on honey bees: GIS based fuzzy AHP and fuzzy overlay to assess land suitability for apiary sites in Queensland, Australia

Mudiyanselage, Sarasie, Apan, Armando, Maraseni, Tek and Altarez, Richard Dein D.. 2023. "Decoding the impacts of space and time on honey bees: GIS based fuzzy AHP and fuzzy overlay to assess land suitability for apiary sites in Queensland, Australia." Applied Geography. 155. https://doi.org/10.1016/j.apgeog.2023.102951

Comparing global and local land cover maps for ecosystem management in the Himalayas

Aryal, Kishor, Apan, Armando and Maraseni, Tek. 2023. "Comparing global and local land cover maps for ecosystem management in the Himalayas." Remote Sensing Applications: Society and Environment. 30. https://doi.org/10.1016/j.rsase.2023.100952

Modelling future spatial distribution of peanut crops in Australia under climate change scenarios

Haerani, Haerani, Apan, Armando, Nguyen-Huy, Thong and Basnet, Badri. 2023. "Modelling future spatial distribution of peanut crops in Australia under climate change scenarios." Geo-spatial Information Science. https://doi.org/10.1080/10095020.2022.2155255

Spatial dynamics of biophysical trade-offs and synergies among ecosystem services in the Himalayas

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Spatial dynamics of biophysical trade-offs and synergies among ecosystem services in the Himalayas." Ecosystem Services: science, policy and pratice. 59. https://doi.org/10.1016/j.ecoser.2022.101503

Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning

Muhury, Newton, Apan, Armando A., Maraseni, Tek N. and Ayele, Gebiaw T.. 2022. "Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning." Land. 11 (12), pp. 1-23. https://doi.org/10.3390/land11122154

A call for ‘management authorship’ in community forestry

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "A call for ‘management authorship’ in community forestry." Environmental Science and Policy. 139, pp. 204-208. https://doi.org/10.1016/j.envsci.2022.10.023

Transforming agroforestry in contested landscapes: A win-win solution to trade-offs in ecosystem services in Nepal

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Transforming agroforestry in contested landscapes: A win-win solution to trade-offs in ecosystem services in Nepal." Science of the Total Environment. 857 (Part 1). https://doi.org/10.1016/j.scitotenv.2022.159301

Assay of renewable energy transition: A systematic literature review

Bhattarai, Utsav, Maraseni, Tek and Apan, Armando. 2022. "Assay of renewable energy transition: A systematic literature review." Science of the Total Environment. 833, pp. 1-18. https://doi.org/10.1016/j.scitotenv.2022.155159

Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters

Choudhury, Malini Roy, Christopher, Jack, Das, Sumanta, Apan, Armando, Menzies, Neal W., Chapman, Scott, Mellor, Vincent and Dang, Yash P.. 2022. "Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters." Environmental Technology and Innovation. 27, pp. 1-14. https://doi.org/10.1016/j.eti.2022.102469

Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques

Das, Sumanta, Christopher, Jack, Choudhury, Malini Roy, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2022. "Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques." Biosystems Engineering. 217, pp. 68-82. https://doi.org/10.1016/j.biosystemseng.2022.03.004

Spaceborne satellite remote sensing of tropical montane forests: a review of applications and future trends

Altarez, Richard Dein D., Apan, Armando and Maraseni, Tek. 2022. "Spaceborne satellite remote sensing of tropical montane forests: a review of applications and future trends." Geocarto International. 37 (26), pp. 11900-11928. https://doi.org/10.1080/10106049.2022.2060330

Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models

Nguyen-Huy, Thong, Deo, Ravinesh C., Khan, Shahjahan, Devi, Aruna, Adeyinka, Adewuyi Ayodele, Apan, Armando A. and Yaseen, Zaher Mundher. 2022. "Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models." IEEE Access. 10, pp. 45112 -45136. https://doi.org/10.1109/ACCESS.2022.3168322

How much do we know about trade-offs in ecosystem services? A systematic review of empirical research observations

Aryal, Kishor, Maraseni, Tek N. and Apan, Armando. 2022. "How much do we know about trade-offs in ecosystem services? A systematic review of empirical research observations." Science of the Total Environment. 806, pp. 1-13. https://doi.org/10.1016/j.scitotenv.2021.151229

Identifying and prioritising climate change adaptation actions for greater one-horned rhinoceros (Rhinoceros unicornis) conservation in Nepal

Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2022. "Identifying and prioritising climate change adaptation actions for greater one-horned rhinoceros (Rhinoceros unicornis) conservation in Nepal." PEERJ. 10. https://doi.org/10.7717/peerj.12795

Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia

Murray, Xavier, Apan, Armando, Deo, Ravinesh and Maraseni, Tek. 2022. "Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia." Geocarto International. 37 (26), pp. 11223-11252. https://doi.org/10.1080/10106049.2022.2048902

Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier

Gunawansa, Thakshila, Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita. 2022. "Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier." Journal of Advances in Engineering and Technology. I (I), pp. 049-1 to 049-10.

Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners

Panuju, Dyah R., Haerani, H., Apan, Armando, Griffin, Amy L., Paull, David J. and Trisasongko, Bambang Hendro. 2022. "Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners." Kumar, Arvind, Kumar, Pavan, Singh, S. S., Trisasongko, Bambang Hendro and Rani, Meenu (ed.) Agriculture, Livestock Production and Aquaculture: Advances for Smallholder Farming Systems. Cham, Switzerland. Springer. pp. 131-146

Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios

Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2021. "Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios." Ecology and Evolution. 11 (24), pp. 18288-18304. https://doi.org/10.1002/ece3.8421

Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques

Choudhury, Malini Roy, Das, Sumanta, Christopher, Jack, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques." Remote Sensing. 13 (17), pp. 1-27. https://doi.org/10.3390/rs13173482

Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics

Choudhury, Malini Roy, Mellor, Vincent, Das, Sumanta, Christopher, Jack, Apan, Armando, Menzies, Neal W., Chapman, Scott and Dang, Yash P.. 2021. "Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics." Agricultural Water Management. 255. https://doi.org/10.1016/j.agwat.2021.107007

UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat

Das, Sumanta, Chapman, Scott, Christopher, Jack, Choudhury, Malini Roy, Menzies, Neal W., Apan, Armando and Dang, Yash P.. 2021. "UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat." Remote Sensing Applications: Society and Environment. 23, pp. 1-13. https://doi.org/10.1016/j.rsase.2021.100583

UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil

Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil." ISPRS Journal of Photogrammetry and Remote Sensing. 173, pp. 221-237. https://doi.org/10.1016/j.isprsjprs.2021.01.014

Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning

Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning." Agricultural and Forest Meteorology. 307. https://doi.org/10.1016/j.agrformet.2021.108477

Intelligent data analytics for time series, trend analysis and drought indices comparison

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2021. "Intelligent data analytics for time series, trend analysis and drought indices comparison." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 151-169

Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)

Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)." Global Ecology and Conservation. 23, pp. 1-14. https://doi.org/10.1016/j.gecco.2020.e01180

Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2020. "Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 141-178

The climate-induced alteration of future geographic distribution of aflatoxin in peanut crops and its adaptation options

Haerani, Haerani, Apan, Armando and Basnet, Badri. 2020. "The climate-induced alteration of future geographic distribution of aflatoxin in peanut crops and its adaptation options." Mitigation and Adaptation Strategies for Global Change. 25 (6), pp. 1149-1175. https://doi.org/10.1007/s11027-020-09927-0

Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)

Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)." Science of the Total Environment. 710, pp. 1-14. https://doi.org/10.1016/j.scitotenv.2019.136349

Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data

Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518

Remotely sensed agricultural grassland productivity responses to land use and hydro-climatic drivers under extreme drought and rainfall

Kath, Jarrod, Le Brocque, Andrew, Reardon-Smith, Kathryn and Apan, Armando. 2019. "Remotely sensed agricultural grassland productivity responses to land use and hydro-climatic drivers under extreme drought and rainfall." Agricultural and Forest Meteorology. 268, pp. 11-22. https://doi.org/10.1016/j.agrformet.2019.01.007

Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2019. "Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities." Inaugural Australasia & Pacific Regional Mixed Methods International Research Association Conference 2019: Expanding Conceptual and Methodological Boundaries (MMIRA 2019). Wellington, New Zealand 04 - 06 Dec 2019 Indianapolis, United States.

An assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales

Maraseni, Tek Narayan, Bhattarai, Nabin, Karky, Bhaskar Singh, Cadman, Timothy, Timalsina, Niroj, Bhandari, Trishna Singh, Apan, Armando, Ma, Hwan Ok, Rawat, R. S., Verma, Nemit, San, Su Mon, Oo, Thaung Naing, Dorji, Kinley, Dhungana, Sindhu and Poudel, Mohan. 2019. "An assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales." Land Use Policy: the international journal covering all aspects of land use. 81, pp. 750-671. https://doi.org/10.1016/j.landusepol.2018.11.044

Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines

Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2018. "Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines." Regional Studies in Marine Science. 24, pp. 174-183. https://doi.org/10.1016/j.rsma.2018.08.006

Mapping of peanut crops in Queensland, Australia using time-series PROBA-V 100-m normalized difference vegetation index imagery

Haerani, Haerani, Apan, Armando and Basnet, Badri. 2018. "Mapping of peanut crops in Queensland, Australia using time-series PROBA-V 100-m normalized difference vegetation index imagery." Journal of Applied Remote Sensing. 12 (3), pp. 1-22. https://doi.org/10.1117/1.JRS.12.036005

Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia." Natural Hazards. 93 (2), pp. 823-847. https://doi.org/10.1007/s11069-018-3326-8

Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland." Journal of Hydrologic Engineering. 23 (1), p. 05017029. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001593

Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands

Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands." Catena. 159, pp. 60-69. https://doi.org/10.1016/j.catena.2017.08.005

Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery

Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 134, pp. 70-85. https://doi.org/10.1016/j.isprsjprs.2017.10.016

Drivers of grassland resistance and recovery to long term drought

Le Brocque, Andrew F, Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2017. "Drivers of grassland resistance and recovery to long term drought." 6th Joint Conference of the Ecological Society of Australia and the New Zealand Ecological Society (EcoTAS 2017). Pokolbin, Australia 26 Nov - 01 Dec 2017

Detection of phenoxy herbicide dosage in cotton crops through the analysis of hyperspectral data

Suarez, L. A., Apan, Armando and Werth, J.. 2017. "Detection of phenoxy herbicide dosage in cotton crops through the analysis of hyperspectral data." International Journal of Remote Sensing. 38 (23), pp. 6528-6553. https://doi.org/10.1080/01431161.2017.1362128

Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines

Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2017. "Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines." Geoderma. 293, pp. 82-90. https://doi.org/10.1016/j.geoderma.2017.01.025

Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia

Dayal, Kavina, Deo, Ravinesh and Apan, Armando A.. 2017. "Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia." Filho, Walter Leal (ed.) Climate change adaptation in Pacific countries:fostering resilience and improving the quality of life. Springer. pp. 177-198

The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines

Apan, Armando, Suarez, Luz Angelica, Maraseni, Tek and Castillo, Jose Alan. 2017. "The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines." Applied Geography. 81, pp. 32-42. https://doi.org/10.1016/j.apgeog.2017.02.007

Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies

Espada, Rudolf, Apan, Armando and McDougall, Kevin. 2017. "Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies." International Journal of Disaster Resilience in the Built Environment. 8 (4), pp. 375-411. https://doi.org/10.1108/IJDRBE-03-2015-0010

Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems

Le Brocque, Andrew F., Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2016. "Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems." 2016 Conference of the Ecological Society of Australia (ESA 2016). Fremantle, Australia 29 Nov - 02 Dec 2016 Australia.

Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index

Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2016. "Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index." 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016). Singapore 22 - 25 Nov 2016 Singapore. https://doi.org/10.1109/TENCON.2016.7848588

Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors

Maraseni, Tek Narayan, Reardon‑Smith, Kathryn, Griffiths, Greg and Apan, Armando. 2016. "Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors." Carbon Balance and Management. 11, pp. 1-11. https://doi.org/10.1186/s13021-016-0067-4

Hyperspectral sensing to detect the impact of herbicide drift on cotton growth and yield

Suarez, L. A., Apan, Armando and Werth, Jeff. 2016. "Hyperspectral sensing to detect the impact of herbicide drift on cotton growth and yield." ISPRS Journal of Photogrammetry and Remote Sensing. 120, pp. 65-76. https://doi.org/10.1016/j.isprsjprs.2016.08.004

Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation

Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2015. "Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation." International Journal of Disaster Resilience in the Built Environment. 6 (3), pp. 313-346. https://doi.org/10.1108/IJDRBE-02-2014-0019

The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies

Paudyal, D. R., McDougall, K. and Apan, A.. 2014. "The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. II (8), pp. 193-197. https://doi.org/10.5194/isprsannals-II-8-193-2014

Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery

Apan, A., Suarez Cadavid, L. A., Richardson, L. and Maraseni, T.. 2014. "Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery." Dadhwal, V. K., Seshasai, M. V. R., Hakeem, A., Diwakar, P. G. and Raju, P. L. N. (ed.) Technical Commission 8th Mid-Term Symposium (ISPRS 2014). Hyderabad, India 09 - 12 Dec 2014 Goettingen, Germany. https://doi.org/10.5194/isprsarchives-XL-8-549-2014

Spatial modelling of natural disaster risk reduction policies with Markov decision processes

Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2014. "Spatial modelling of natural disaster risk reduction policies with Markov decision processes." Applied Geography. 53, pp. 284-298. https://doi.org/10.1016/j.apgeog.2014.06.021

Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland

Zainol Abdullah, Wan Nor Zanariah, Apan, Armando A., Maraseni, Tek N. and Le Brocque, Andrew F.. 2014. "Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland." Journal of Applied Remote Sensing. 8 (1), pp. 083561-1. https://doi.org/10.1117/1.JRS.8.083561

Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability

Espada Jr., R., Apan, A. and McDougall, K.. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability." Piantadosi, J., Anderssen, R. S. and Boland, J. (ed.) 20th International Congress on Modelling and Simulation (MODSIM2013). Adelaide, Australia 01 - 06 Dec 2013 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2013.L1.espada

Developing spatial information sharing strategies across natural resource management communities

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2013. "Developing spatial information sharing strategies across natural resource management communities." Onsrud, Harlan and Rajabifard, Abbas (ed.) Spatial Enablement in Support of Economic Development and Poverty Reduction: Research, Development and Education Perspectives. Needham, MA, USA. GSDI Association Press. pp. 141-168

Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure

Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure." Featherstone, Jeffrey (ed.) 49th World Congress of the International Society of City and Regional Planners (ISOCARP 2013): Frontiers of Planning: Evolving and Declining Models of City Planning Practice. Brisbane, Australia 01 - 04 Oct 2013 Netherlands.

Rice monitoring in the Mekong Delta, Vietnam

Lam-Dao, Nguyen, Le-Toan, Thuy, Apan, Armando, Huth, Juliane and Hoang-Phi, Phung. 2013. "Rice monitoring in the Mekong Delta, Vietnam." 33rd Asian Conference on Remote Sensing (ACRS 2012): Aiming Smart Space Sensing. Pattaya, Thailand 26 - 30 Nov 2012 Tokyo, Japan.

Understanding the January 2011 Queensland flood: the role of geographic interdependency in flood risk assessment for urban community

Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2013. "Understanding the January 2011 Queensland flood: the role of geographic interdependency in flood risk assessment for urban community." Australian and New Zealand Disaster and Emergency Management Conference (ANZDMC 2013): Earth: Fire and Rain. Brisbane, Australia 28 - 30 May 2013 Gold Coast, Australia.

Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator

Dunwoody, Ernest, Apan, Armando and Liu, Xiaoye. 2013. "Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator." Surveying and Spatial Sciences Conference (SSSC 2013): Collect, Connect, Capitalise. Canberra, Australia 17 - 19 Apr 2013 Canberra, Australia.

Application of Modis data to assess the latest forest cover changes of Sri Lanka

Perera, Kithsiri, Herath, Srikantha, Apan, Armando and Tateishi, Ryutaro. 2013. "Application of Modis data to assess the latest forest cover changes of Sri Lanka." Ogleby, Cliff (ed.) 22nd Annual Photogrammetry, Remote Sensing and Spatial Information Science Congress (ISPRS 2012): Imaging a Sustainable Future. Melbourne, Australia 25 Aug - 01 Sep 2012 Australia. Copernicus GmbH. https://doi.org/10.5194/isprsannals-I-7-165-2012

Adaptation and resilience in two flood-prone Queensland communities

King, David, Apan, Armando, Keogh, Diane and Thomas, Melanie. 2013. "Adaptation and resilience in two flood-prone Queensland communities." Boulter, Sarah, Palutikof, Jean, Karoly, David John and Guitart, Daniella (ed.) Natural disasters and adaptation to climate change. New York, NY. United States. Cambridge University Press. pp. 95-106

Spatial modelling of adaptation strategies for urban built infrastructures exposed to flood hazards

Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2012. "Spatial modelling of adaptation strategies for urban built infrastructures exposed to flood hazards." Queensland Surveying and Spatial Conference: The Future of Surveying and Spatial Science is Open (QSSC 2012). Brisbane, Australia 13 - 14 Sep 2012 Brisbane, Australia.

Fine-scale habitat modelling of wildlife species using spatial information tools

Zainol Zanariah, W. N., Apan, A., Le Brocque, A. F. and Maraseni, T. N.. 2012. "Fine-scale habitat modelling of wildlife species using spatial information tools." 2nd Malaysian Postgraduate Conference (MPC 2012). Gold Coast, Australia 07 - 09 Jul 2012 Sydney, Australia.

Exploring the application of volunteered geographic information to catchment management: a survey approach

Paudyal, D. R., McDougall, K. and Apan, A.. 2012. "Exploring the application of volunteered geographic information to catchment management: a survey approach." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. I (4), pp. 275-280. https://doi.org/10.5194/isprsannals-I-4-275-2012

Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery

Apan, Armando and Maraseni, Tek. 2012. "Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery." 1st National Symposium and Workshop on Environmental Science (IESM 2012): Environmental Science in a Changing Environment. Manila, Philippines 07 - 08 May 2012 Manila, Philippines.

Spatially enablement of NRM communities through spatial knowledge and information network development

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2012. "Spatially enablement of NRM communities through spatial knowledge and information network development." Rajabifard, Abbas and Coleman, David (ed.) Spatially enabling government, industry and citizens: research and development perspectives. Needham, MA, United States. GSDI Association Press. pp. 81-102

Applying the global standard FAO LCCS to map land cover of rural Queensland

Perera, Kithsiri, Apan, Armando, McDougall, Kevin and Samarakoon, Lal. 2011. "Applying the global standard FAO LCCS to map land cover of rural Queensland." Asian Journal of Geoinformatics. 11 (3).

Assessing spatial information access, use and sharing for catchment management in Australia

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2011. "Assessing spatial information access, use and sharing for catchment management in Australia." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.

Analysing the effect of drought on net primary productivity of tropical rainforests in Queensland using MODIS satellite imagery

Shiba, Sipho S.T. and Apan, Armando. 2011. "Analysing the effect of drought on net primary productivity of tropical rainforests in Queensland using MODIS satellite imagery." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.

Standardizing Australian semi-urban land cover mapping through FAO land cover classification system

Perera, Kithsiri, Moore, David, Apan, Armando and McDougall, Kevin. 2011. "Standardizing Australian semi-urban land cover mapping through FAO land cover classification system." Hock, Barbara (ed.) 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Rotorua, New Zealand.

Evaluation of photo imaging methods for vegetation condition assessment

Apan, Armando, Baral, Govinda, Dunwoody, Ernest, Richardson, Lucy and McDougall, Kevin. 2011. "Evaluation of photo imaging methods for vegetation condition assessment." 2011 Surveying and Spatial Sciences Conference: Innovation in Action: Working Smarter (SSSC 2011). Wellington, New Zealand 21 - 25 Nov 2011 Adelaide, Australia.

Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia

Keogh, Diane U., Apan, Armando, Mushtaq, Shahbaz, King, David and Thomas, Melanie. 2011. "Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia." Natural Hazards. 59 (2), pp. 699-723. https://doi.org/10.1007/s11069-011-9791-y

Analysis of spacing for spotted gum plantations for maximizing merchantable logs' volume in Southeast Queensland, Australia

Maraseni, Tek N., Cockfield, Geoff and Apan, Armando. 2011. "Analysis of spacing for spotted gum plantations for maximizing merchantable logs' volume in Southeast Queensland, Australia." Journal of Sustainable Forestry. 30 (7), pp. 619-636. https://doi.org/10.1080/10549811.2010.550548

Identifying the spatial variability of soil constraints using multi-year remote sensing

Dang, Y. P., Pringle, M. J., Schmidt, M., Dalal, R. C. and Apan, A.. 2011. "Identifying the spatial variability of soil constraints using multi-year remote sensing." Field Crops Research. 123 (3), pp. 248-258. https://doi.org/10.1016/j.fcr.2011.05.021

Estimating winter crop area across seasons and regions using time-sequential MODIS imagery

Potgieter, Andries, Apan, Armando, Hammer, Graeme and Dunn, Peter. 2011. "Estimating winter crop area across seasons and regions using time-sequential MODIS imagery." International Journal of Remote Sensing. 32 (15), pp. 4281-4310. https://doi.org/10.1080/01431161.2010.486415

Resilience to climate change impacts: a review of flood mitigation policy in Queensland, Australia

Thomas, Melanie, King, David, Keogh, Diane U., Apan, Armando and Mushtaq, Shahbaz. 2011. "Resilience to climate change impacts: a review of flood mitigation policy in Queensland, Australia." The Australian Journal of Emergency Management. 26 (1), pp. 8-17.

The use of an unmanned aerial vehicle as a remote sensing platform in agriculture

Jensen, T. A., Zeller, L. C. and Apan, A. A.. 2011. "The use of an unmanned aerial vehicle as a remote sensing platform in agriculture." Australian Journal of Multi-Disciplinary Engineering. 8 (2), pp. 139-146.

The regional economic impacts of introducing dual function forestry into an agricultural landscape

Cockfield, Geoff, Chalmers, Linden, Apan, Armando and Thompson, David. 2011. "The regional economic impacts of introducing dual function forestry into an agricultural landscape." Australasian Journal of Regional Studies. 17 (2), pp. 146-173.

Spatial data infrastructure convergence: building spatial data infrastructure bridges to address climate change

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2011. "Spatial data infrastructure convergence: building spatial data infrastructure bridges to address climate change." Joshi, P. K. and Singh, T. P. (ed.) Geoinformatics for climate change studies. New Delhi, India. TERI Press. pp. 377-392

Mapping Mekong land cover at 250m resolution without in situ observations

Perera, Kithsiri, Herath, Srikantha, Apan, Armando and Samarakoon, Lal. 2010. "Mapping Mekong land cover at 250m resolution without in situ observations." Asian Journal of Geoinformatics. 10 (4), pp. 31-41.

Land cover mapping for tropical forest rehabilitation planning using remotely-sensed data

Apan, A. A.. 1997. "Land cover mapping for tropical forest rehabilitation planning using remotely-sensed data." International Journal of Remote Sensing. 18 (5), pp. 1029-1049. https://doi.org/10.1080/014311697218557

Applying the global standard FAO LCCS to map rural Queensland land cover

Perera, Kithsiri, Moore, David, Apan, Armando and McDougall, Kevin. 2010. "Applying the global standard FAO LCCS to map rural Queensland land cover." Queensland Surveying and Spatial Conference 2010 (QSSC 2010). Brisbane, Australia 01 - 03 Sep 2010 Brisbane, Australia.

Application of Modis 250m images without in situ observations for mapping Mekong River Basin land cover

Perera, Kithsiri, Herath, Srikantha, Apan, Armando and Samarakoon, Lal. 2010. "Application of Modis 250m images without in situ observations for mapping Mekong River Basin land cover." Kajiwara, Koji, Muramatsu, Kanako, Soyama, Noriko, Endo, Takahiro, Ono, Akiko and Akatsuka, Shin (ed.) ISPRS Technical Commission VIII Symposium (ISPRS 2010): Networking the World with Remote Sensing. Kyoto, Japan 09 - 12 Aug 2010 London, United Kingdom.

Mapping Queensland land cover according to FAO LCCS using multi-source spatial data

Perera, Kithsiri, Moore, David, Tateishi, Ryutaro, Apan, Armando and McDougall, Kevin. 2010. "Mapping Queensland land cover according to FAO LCCS using multi-source spatial data." Kajiwara, Koji, Muramatsu, Kanako, Soyama, Noriko, Endo, Takahiro, Ono, Akiko and Akatsuka, Shin (ed.) ISPRS Technical Commission VIII Symposium (ISPRS 2010): Networking the World with Remote Sensing. Kyoto, Japan 09 - 12 Aug 2010 London, United Kingdom.

Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery

Potgieter, A. B., Apan, A., Hammer, G. and Dunn, P.. 2010. "Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 65 (4), pp. 380-387. https://doi.org/10.1016/j.isprsjprs.2010.04.004

Can offsets really compensate for habitat removal? The case of the endangered red-tailed black-cockatoo

Maron, Martine, Dunn, Peter K., McAlpine, Clive A. and Apan, Armando. 2010. "Can offsets really compensate for habitat removal? The case of the endangered red-tailed black-cockatoo." Journal of Applied Ecology. 47 (2), pp. 348-355. https://doi.org/10.1111/j.1365-2664.2010.01787.x

The 2008 floods in Queensland: a case study of vulnerability, resilience and adaptive capacity

Apan, Armando, Keogh, Diane, King, David, Thomas, Melanie, Mushtaq, Shahbaz and Baddiley, Peter. 2010. The 2008 floods in Queensland: a case study of vulnerability, resilience and adaptive capacity. Gold Coast, Australia. National Climate Change Adaptation Research Facility (NCCARF).

Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia

Keogh, D., Apan, A. and Mushtaq, S.. 2010. "Resilience, vulnerability and adaptive capacity of an inland rural town prone to flooding: a climate change adaptation case study of Charleville, Queensland, Australia." Climate Adaptation Futures: Preparing for the Unavoidable Impacts of Climate Change (2010). Gold Coast, Australia 29 Jun - 01 Jul 2010 Brisbane, Australia.

A regional collaborative network to improve spatial information sharing in Australia

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2010. "A regional collaborative network to improve spatial information sharing in Australia." 12th Global Spatial Data Infrastructure Association World Conference (GSDI 12). Singapore 19 - 22 Oct 2010 Melbourne, Australia.

Mapping habitat of threatened reptiles in Western Downs, Queensland: a spatial modelling approach using 'presence-only' occurrence data

Apan, Armando, Phinn, Stuart, McAlpine, Clive and Kath, Jarrod. 2010. "Mapping habitat of threatened reptiles in Western Downs, Queensland: a spatial modelling approach using 'presence-only' occurrence data." Queensland Surveying and Spatial Conference 2010 (QSSC 2010). Brisbane, Australia 01 - 03 Sep 2010 Brisbane, Australia.

Effects of changing rice cultural practices on C-band synthetic aperture radar backscatter using Envisat advanced synthetic aperture radar data in the Mekong River Delta

Lam-Dao, Nguyen, Le-Toan, Thuy, Apan, Armando, Bouvet, Alexandre, Young, Frank R. and Le-Van, Trung. 2009. "Effects of changing rice cultural practices on C-band synthetic aperture radar backscatter using Envisat advanced synthetic aperture radar data in the Mekong River Delta." Journal of Applied Remote Sensing. 3 (1), pp. 1-17. https://doi.org/10.1117/1.3271046

Analysing biomass fluctuations in Mitchell grassland, Australia, in wet and dry rainy months using MODIS data

Perera, Kithsiri and Apan, Armando. 2009. "Analysing biomass fluctuations in Mitchell grassland, Australia, in wet and dry rainy months using MODIS data." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.

Rice crop mapping using radar imagery: comparison of classification accuracy of different Envisat ASAR modes and classifiers

Lam-Dao, Nguyen, Apan, Armando, Le-Toan, Thuy, Bouvet, Alexandre, Young, Frank and Le-Van, Trung. 2009. "Rice crop mapping using radar imagery: comparison of classification accuracy of different Envisat ASAR modes and classifiers." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.

Simulating spatial variability of cereal yields from historical yield maps and satellite imagery

Dang, Y. P., Apan, Armando, Dalal, R. C., Darr, Shawn Geoffrey, Schmidt, M. and Pringle, M.. 2009. "Simulating spatial variability of cereal yields from historical yield maps and satellite imagery." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.

Building SDI bridges for catchment management

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2009. "Building SDI bridges for catchment management." van Loenen, B., Besemer, J. W. J. and Zevenbergen, J. A. (ed.) SDI convergence: research, emerging trends, and critical assessment. Delft, Netherlands. Netherlands Geodetic Commission. pp. 265-279

Discrimination of remnant tree species and regeneration stages in Queensland, Australia using hyperspectral imagery

Apan, Armando, Phinn, Stuart and Maraseni, Tek. 2009. "Discrimination of remnant tree species and regeneration stages in Queensland, Australia using hyperspectral imagery." Luo, Bin (ed.) WHISPERS 2009: Evolution in Remote Sensing. Grenoble, France 26 - 28 Aug 2009 Piscataway, NJ. United States. https://doi.org/10.1109/WHISPERS.2009.5288981

Crop maturity mapping using a low-cost low-altitude remote sensing system

Jensen, Troy, Apan, Armando and Zeller, Les. 2009. "Crop maturity mapping using a low-cost low-altitude remote sensing system." Ostendorf, Bertram, Baldock, Penny, Bruce, David, Burdett, Michael and Corcoran, Paul (ed.) 2009 Surveying and Spatial Sciences Institute Biennial International Conference (SSC 2009): Spatial Diversity. Adelaide, Australia 28 Sep - 02 Oct 2009 Adelaide, Australia.

Spatial data infrastructure for catchment management: a case study of Condamine Catchment, Australia

Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2009. "Spatial data infrastructure for catchment management: a case study of Condamine Catchment, Australia." Indian Cartographer. 28, pp. 439-444.

The use of a UAV as a remote sensing platform in agriculture

Jensen, Troy, Apan, Armando and Zeller, Leslie. 2009. "The use of a UAV as a remote sensing platform in agriculture." Banhazi, T. M. and Saunders, C. (ed.) SEAg 2009: Agricultural Technologies In a Changing Climate. Brisbane, Australia 13 - 16 Sep 2009 Brisbane, Australia.

Accounting approaches for valuing forest non-market carbon, soil and medicinal outputs changes in developing countries

Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2009. "Accounting approaches for valuing forest non-market carbon, soil and medicinal outputs changes in developing countries." Austrian Journal of Forest Science. 126 (1-2), pp. 77-99.

Predictive mapping of blackberry in the Condamine Catchment using logistic regression and spatial analysis

Apan, Armando, Wells, N., Reardon-Smith, Kathryn, Richardson, L., McDougall, Kevin and Basnet, Badri Bahadur. 2008. "Predictive mapping of blackberry in the Condamine Catchment using logistic regression and spatial analysis." McDougall, Kevin (ed.) Queensland Spatial Conference 2008. Surfers Paradise, Australia 17 - 19 Jul 2008 Brisbane, Australia.

Comparing and predicting soil carbon quantities under different land use systems on the red ferrosol soils of southeast Queensland

Maraseni, Tek Narayan, Mathers, Nicole J., Harms, Ben, Cockfield, Geoff, Apan, Armando and Maroulis, Jerry. 2008. "Comparing and predicting soil carbon quantities under different land use systems on the red ferrosol soils of southeast Queensland." Journal of Soil and Water Conservation. 63 (4), pp. 250-256. https://doi.org/10.2489/jswc.63.4.250

Digital elevation model accuracy requirements for catchment management

McDougall, Kevin, Liu, Xiaoye, Basnet, Badri Bahadur and Apan, Armando. 2008. "Digital elevation model accuracy requirements for catchment management." McDougall, Kevin (ed.) Queensland Spatial Conference 2008. Surfers Paradise, Australia 17 - 19 Jul 2008 Brisbane, Australia.

Hyperspectral remote sensing of remnant tree species and regeneration stages in the Darling Downs region of Queensland, Australia

Apan, Armando, Phinn, Stuart and Maraseni, Tek Narayan. 2008. "Hyperspectral remote sensing of remnant tree species and regeneration stages in the Darling Downs region of Queensland, Australia." 14th Australasian Remote Sensing and Photogrammetry Conference Incorporating the North Australian Remote Sensing and GIS Conference. Darwin, Australia 29 Sep - 03 Oct 2008 Australia.

Evaluation of current DEM accuracy for Condamine Catchment

McDougall, Kevin, Liu, Xiaoye, Basnet, Badri Bahadur and Apan, Armando. 2008. "Evaluation of current DEM accuracy for Condamine Catchment." Li, Deren, Ge, Yong and Foody, Giles M. (ed.) Accuracy in geomatics. Liverpool, England. World Academic Union.

Degree of site suitability measurement in a GIS: the effect of standardisation method

Basnet, B. B. and Apan, A. A.. 2007. "Degree of site suitability measurement in a GIS: the effect of standardisation method." Oxley, Les and Kulasiri, Don (ed.) 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 Australia. Modelling and Simulation Society of Australia and New Zealand .

Estimation of taper rates and volume of smaller-sized logs in spotted gum saw timber plantations in Southeast Queensland, Australia

Maraseni, T. N., Cockfield, G. and Apan, A.. 2007. "Estimation of taper rates and volume of smaller-sized logs in spotted gum saw timber plantations in Southeast Queensland, Australia." Southern Forests: a journal of forest science. 69 (3), pp. 169-173. https://doi.org/10.2989/SHFJ.2007.69.3.6.356

Rice monitoring using ENVISAT-ASAR data: preliminary results of a case study in the Mekong River Delta, Vietnam

Lam-Dao, Nguyen, Apan, Armando, Young, Frank R., Le-Van, Trung, Le-Toan, Thuy and Bouvet, Alexandre. 2007. "Rice monitoring using ENVISAT-ASAR data: preliminary results of a case study in the Mekong River Delta, Vietnam." 28th Asian Conference on Remote Sensing (ACRS 2007). Kuala Lumpur, Malaysia 12 - 16 Nov 2007 Kuala Lumpur Malaysia.

Detecting the attributes of a wheat crop using digital 3D imagery acquired from a low-altitude platform

Jensen, T., Apan, A., Young, F. and Zeller, L.. 2007. "Detecting the attributes of a wheat crop using digital 3D imagery acquired from a low-altitude platform." Computers and Electronics in Agriculture. 59 (1-2), pp. 66-77. https://doi.org/10.1016/j.compag.2007.05.004

Assessing the relationship between shire winter crop yield and seasonal variability of the MODIS NDVI and EVI images

Fontana, Denise C., Potgieter, Andries B. and Apan, Armando. 2007. "Assessing the relationship between shire winter crop yield and seasonal variability of the MODIS NDVI and EVI images." Applied Geographic Information Systems (GIS). 3 (7), pp. 1-16.

Analysis of spacing for spotted gum plantations for maximising merchantable logs' volume in South East Queensland, Australia

Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2007. "Analysis of spacing for spotted gum plantations for maximising merchantable logs' volume in South East Queensland, Australia." Harrison, Steve, Herbohn, John and Bosch, Annerine (ed.) IUFRO 3.08 Conference: Improving The Triple Bottom Line Returns From Small-scale Forestry. Ormoc City, The Philippines 17 - 21 Jun 2007 Queensland, Australia.

Estimating crop area using seasonal time series of Enhanced Vegetation Index from MODIS satellite imagery

Potgieter, Andries B., Apan, Armando, Dunn, Peter K. and Hammer, Graeme L.. 2007. "Estimating crop area using seasonal time series of Enhanced Vegetation Index from MODIS satellite imagery." Crop and Pasture Science. 58 (4), pp. 316-325. https://doi.org/10.1071/AR06279

Future scenarios for endangered species habitat in an intensifying agricultural landscape

Apan, Armando, Maron, Martine and Dunn, Peter. 2007. "Future scenarios for endangered species habitat in an intensifying agricultural landscape." ESA 2007: Adapting to Change. Perth, Australia 25 - 30 Nov 2007 Perth, Australia. Ecological Society of Australia.

Continent-scale pattern in temporal dynamics of avian assemblages

Apan, Armando, Maron, Martine and Dunn, Peter K.. 2007. "Continent-scale pattern in temporal dynamics of avian assemblages." Bunce, R., Jongman, Rob, Hojas, L. and Weel, S. (ed.) IALE 2007: 25 Years Landscape Ecology: Scientific Principles in Practice. Wageningen, Netherlands 08 - 12 Jul 2007 Wageningen, Netherlands.

A comparison of greenhouse gas emissions from inputs into farm enterprises in Southeast Queensland, Australia

Maraseni, Tek N., Cockfield, Geoff and Apan, Armando. 2007. "A comparison of greenhouse gas emissions from inputs into farm enterprises in Southeast Queensland, Australia." Journal of Environmental Science and Health Part A: Toxic Hazardous Substances and Environmental Engineering. 42 (1), pp. 11-18. https://doi.org/10.1080/10934520601015354

Hyperspectral remote sensing (special feature)

Apan, Armando and Phinn, Stuart. 2006. "Hyperspectral remote sensing (special feature)." Journal of Spatial Science. 52 (2), pp. 47-48.

Detection of sclerotinia rot disease on celery using hyperspectral data and partial least squares regression

Huang, J-F. and Apan, Armando. 2006. "Detection of sclerotinia rot disease on celery using hyperspectral data and partial least squares regression." Journal of Spatial Science. 51 (2), pp. 129-142.

Nepalese non-timber forest products: an analysis of the equitability of profit distribution across a supply chain to India

Maraseni, Tek Narayan, Shivakoti, Ganesh P., Cockfield, Geoff and Apan, Armando. 2006. "Nepalese non-timber forest products: an analysis of the equitability of profit distribution across a supply chain to India." Small-Scale Forestry. 5 (2), pp. 191-206.

Quantifying changes in the spatial pattern and extent of flooded-inundated areas using imagery and landscape metrics

Apan, Armando and Sternes, Phil. 2006. "Quantifying changes in the spatial pattern and extent of flooded-inundated areas using imagery and landscape metrics." Markatos, N., Stamou, A., Helmis, C., Rigas, F., Dasenakis, M., Zouboulis, A. I., Hatzopoulou, A. and Georgi, J. (ed.) 2006 IASME/WSEAS International Conference on Energy, Environment, Ecosystems and Sustainable Development (EEESD'06). Athens, Greece 11 - 13 Jul 2006 Athens.

Mapping and spatio-temporal analysis of flooded and inundated areas in the Lower Balonne floodplain, Queensland, Australia

Apan, Armando and Sternes, Phil. 2006. "Mapping and spatio-temporal analysis of flooded and inundated areas in the Lower Balonne floodplain, Queensland, Australia." WSEAS Transactions on Environment and Development. 2 (4), pp. 360-367.

Predicting grain protein content in wheat using hyperspectral sensing of in-season crop canopies and partial least squares regression

Apan, Armando, Kelly, Rob, Phinn, Stuart, Strong, Wayne, Lester, David, Butler, David and Robson, Andrew. 2006. "Predicting grain protein content in wheat using hyperspectral sensing of in-season crop canopies and partial least squares regression." International Journal of Geoinformatics. 2 (1), pp. 93-108.

Analysing sex ratio variables in Nepal

Maraseni, Tek Narayan, Cockfield, Geoff, Nooriafshar, Mehryar and Apan, Armando. 2006. "Analysing sex ratio variables in Nepal." Burge, Andrew (ed.) 5th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields. Honolulu, Hawaii 16 - 18 Jan 2006 Hawaii, USA.

Comparison of soil carbon in scrubland, cropping land, pasture land and spotted gum land in low rainfall area of Southeast Queensland

Maraseni, Tek Narayan, Mathers, Nicole, Cockfield, Geoff, Apan, Armando and Harms, Ben. 2006. "Comparison of soil carbon in scrubland, cropping land, pasture land and spotted gum land in low rainfall area of Southeast Queensland." World Resource Review. 18 (3), pp. 412-412.

Assessing the relationship between shire winter crop yield and multi-temporal MODIS NDVI and EVI images

Fontana, Denise C., Potgieter, Andries B. and Apan, Armando. 2005. "Assessing the relationship between shire winter crop yield and multi-temporal MODIS NDVI and EVI images." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.

Spying on the winter wheat crop - generating objective planted area and crop production estimates using MODIS imagery

Potgieter, Andries B., Apan, Armando, Hammer, Graeme L. and Dunn, Peter K.. 2005. "Spying on the winter wheat crop - generating objective planted area and crop production estimates using MODIS imagery." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005

Detection of pests and diseases in vegetable crops using hyperspectral sensing: a comparison of reflectance data for different sets of symptoms

Apan, Armando, Datt, B. and Kelly, Rob. 2005. "Detection of pests and diseases in vegetable crops using hyperspectral sensing: a comparison of reflectance data for different sets of symptoms." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.

Opportunities and limitations of remote sensing for crop loss (hail damage) assessment in the insurance industry

Apan, Armando, Chandler, Owen, Young, Frank R. and Maraseni, Tek Narayan. 2005. "Opportunities and limitations of remote sensing for crop loss (hail damage) assessment in the insurance industry." Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.

Community based forest management systems in developing countries and eligibility for clean development mechanism

Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2005. "Community based forest management systems in developing countries and eligibility for clean development mechanism." Journal of Forest and Livelihood. 4 (2), pp. 31-42.

Grain crop attributes detected using digital imagery acquired from a low-altitude helium balloon

Jensen, T., Apan, A., Young, F. and Zeller, L.. 2005. "Grain crop attributes detected using digital imagery acquired from a low-altitude helium balloon." Stafford, John V. (ed.) 5th European Conference on Precision Agriculture. Uppsala, Sweden 09 - 12 Jun 2005 Wageningen, The Netherlands.

Valuing ecosystem services from forests: a multidisplinary field-based approach

Maraseni, Tek Narayan, Cockfield, Geoff and Apan, Armando. 2005. "Valuing ecosystem services from forests: a multidisplinary field-based approach." IUFRO World Congress: Forests in the Balance: Linking Tradition and Technology (2005). Brisbane, Australia 08 - 13 Aug 2005

Estimation of shrub biomass: development and evaluation of allometric models leading to innovative teaching methods

Maraseni, Tek Narayan, Cockfield, Geoff, Apan, Armando and Mathers, Nicole. 2005. "Estimation of shrub biomass: development and evaluation of allometric models leading to innovative teaching methods." International Journal of Business and Management Education.

Mapping olive varieties and within-field spatial variability using high resolution QuickBird imagery

Apan, Armando, Young, Frank R., Phinn, Stuart, Held, Alex and Favier, Jason. 2004. "Mapping olive varieties and within-field spatial variability using high resolution QuickBird imagery." 12th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2004): To Measure is to Manage. Fremantle, Australia 18 - 22 Oct 2004 Australia.

Crop hail damage: insurance loss assessment using remote sensing

Young, Frank R., Apan, Armando and Chandler, Owen. 2004. "Crop hail damage: insurance loss assessment using remote sensing." Annual Conference of the Remote Sensing and Photogrammetry Society (2004). Aberdeen, United Kingdom 07 - 10 Sep 2004 London, UK.

Correlating high resolution aerial imagery with wheat yield and protein content

Apan, A., Kelly, R., Jensen, T., Strong, W. and Butler, D.. 2004. "Correlating high resolution aerial imagery with wheat yield and protein content." Smith, Richard and Dawbin, Ken (ed.) 12th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2004): To Measure is to Manage. Fremantle, Australia 18 - 22 Oct 2004 Adelaide, Australia.

Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery

Apan, Armando, Held, Alex, Phinn, Stuart and Markley, John. 2004. "Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery." 25th Asian Conference on Remote Sensing (ACRS 2004). Chiang Mai, Thailand 22 - 26 Nov 2004 China.

Spatial prioritisation of revegetation sites for dryland salinity management: an analytical framework using GIS

Apan, Armando, Raine, Steven R., Le Brocque, Andrew F. and Cockfield, Geoff. 2004. "Spatial prioritisation of revegetation sites for dryland salinity management: an analytical framework using GIS." Journal of Environmental Planning and Management. 47 (6), pp. 811-825. https://doi.org/10.1080/0964056042000284848

Detecting sugarcane 'orange rust' disease using EO-1 Hyperion hyperspectral imagery

Apan, Armando, Held, Alex, Phinn, Stuart and Markley, John. 2004. "Detecting sugarcane 'orange rust' disease using EO-1 Hyperion hyperspectral imagery." International Journal of Remote Sensing. 25 (2), pp. 489-498. https://doi.org/10.1080/01431160310001618031

Use of airborne hyperspectral imagery to determine quality of sorghum crops

Wells, Natasha, Kelly, Rob, Phinn, Stuart, Apan, Armando, Jensen, Troy, Cooper, John and Strong, Wayne. 2004. "Use of airborne hyperspectral imagery to determine quality of sorghum crops." 12th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2004): To Measure is to Manage. Fremantle, Australia 18 - 22 Oct 2004 Adelaide, South Australia.

Assessment of hail damage to crops using satellite imagery and hand held hyperspectral data

Chandler, Owen, Young, Frank R. and Apan, Armando. 2004. "Assessment of hail damage to crops using satellite imagery and hand held hyperspectral data." 12th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2004): To Measure is to Manage. Fremantle, Australia 18 - 22 Oct 2004 Fremantle, Australia.

Formulation and assessment of narrow-band vegetation indices from EO-1 hyperion imagery for discriminating sugarcane disease

Apan, Armando, Held, Alex, Phinn, Stuart and Markley, John. 2003. "Formulation and assessment of narrow-band vegetation indices from EO-1 hyperion imagery for discriminating sugarcane disease." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.

Relating satellite imagery with grain protein content

Basnet, Badri Bahadur, Apan, Armando, Kelly, Rob, Jensen, Troy, Strong, Wayne and Butler, David. 2003. "Relating satellite imagery with grain protein content." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.

Assessing grain crop attributes using digital imagery acquired from a low-altitude remote controlled aircraft

Jensen, Troy, Apan, Armando, Young, Frank R., Zeller, Leslie Charles and Cleminson, Ken. 2003. "Assessing grain crop attributes using digital imagery acquired from a low-altitude remote controlled aircraft." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.

Operational infrastructure for quality distance and online geospatial programs

McDougall, K., Young, F. R. and Apan, A.. 2003. "Operational infrastructure for quality distance and online geospatial programs." Cartography. 32 (1), pp. 25-38. https://doi.org/10.1080/00690805.2003.9714232

Delineation of management zones using multiple crop yield data

Basnet, Badri, Kelly, Rob, Jensen, Troy, Strong, Wayne, Apan, Armando and Butler, David. 2003. "Delineation of management zones using multiple crop yield data." 16th Triennial Congress of the International Soil Tillage Research Organisation (ISTRO 2003). Brisbane, Australia 13 - 18 Jul 2003 Brisbane, Australia.

Characterising land ownership patterns in a salt-affected catchment: key implications for revegetation

Apan, Armando, Raine, Steven R., Cockfield, Geoff and Le Brocque, Andrew F.. 2003. "Characterising land ownership patterns in a salt-affected catchment: key implications for revegetation." 2003 Spatial Sciences Institute Biennial Conference: Spatial Knowledge Without Boundaries (SSC2003). Canberra, Australia 22 - 27 Sep 2003 Canberra, Australia.

Quantifying hail damage for crop loss assessment: techniques using remote sensing and geographic information systems

Chandler, Owen, Apan, Armando, Pullinger, Rod and Bullen, Ken. 2003. "Quantifying hail damage for crop loss assessment: techniques using remote sensing and geographic information systems." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Adelaide, Australia.

Mapping and analysis of changes in the riparian landscape structure of the Lockyer Valley Catchment, Queensland, Australia

Apan, Armando, Raine, Steven R. and Paterson, Mark. 2002. "Mapping and analysis of changes in the riparian landscape structure of the Lockyer Valley Catchment, Queensland, Australia." Landscape and Urban Planning. 59 (1), pp. 43-57. https://doi.org/10.1016/S0169-2046(01)00246-8

Geographic information system based manure application plan

Raine, Steven R., Basnet, Badri B. and Apan, Armando A.. 2002. "Geographic information system based manure application plan." Journal of Environmental Management. 64 (2), pp. 99-113. https://doi.org/10.1006/jema.2001.0484

Application of aerial imagery to analyse on-farm trials

Basnet, B., Kelly, R., Jensen, T., Kane, T., Apan, A. and Butler, D.. 2002. "Application of aerial imagery to analyse on-farm trials." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Australia.

Capturing of remotely sensed images to advance the use of yield maps and other spatial information to improve crop management and forecasting

Jensen, T., Apan, A., Young, F. and Zeller, L.. 2002. "Capturing of remotely sensed images to advance the use of yield maps and other spatial information to improve crop management and forecasting." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Adelaide, Australia.

Spectral discrimination and separability analysis of agricultural crops and soil attributes using ASTER imagery

Apan, Armando, Kelly, Rob, Jensen, Troy, Butler, David, Strong, Wayne and Basnet, Badri. 2002. "Spectral discrimination and separability analysis of agricultural crops and soil attributes using ASTER imagery." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Adelaide, Australia.

Prospects for regional sustainability: land use change in the eastern Darling Downs, 1975-2001

Zammit, Charlie, Apan, Armando, Cockfield, Geoff, Le Brocque, Andrew F. and Bouldin, Michelle. 2002. "Prospects for regional sustainability: land use change in the eastern Darling Downs, 1975-2001." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002

Distance, multimedia and web delivery in surveying and GIS courses at the University Of Southern Queensland

McDougall, Kevin, Apan, Armando, Wolski, Ivan and Young, Frank R.. 2001. "Distance, multimedia and web delivery in surveying and GIS courses at the University Of Southern Queensland." Higgins, Matthew (ed.) 42nd Australian Surveyors Congress 2001: A Spatial Odyessy. Brisbane, Australia 25 - 28 Sep 2001 Brisbane, Australia.

Selecting sites suitable for animal waste application using a raster GIS

Basnet, Badri Bahadur, Apan, Armando and Raine, Steven R.. 2001. "Selecting sites suitable for animal waste application using a raster GIS." Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors. 28 (4), pp. 519-531. https://doi.org/10.1007/s002670010241

Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997

Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997." AURISA 2000 Conference (AURISA 2000). Coolum, Australia 20 - 24 Nov 2000

Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland

Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland." 10th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2000). Adelaide, Australia 21 - 25 Aug 2000

Probing tropical deforestation: The use of GIS and statistical analysis of georeferenced data

Apan, Armando A. and Peterson, James A.. 1998. "Probing tropical deforestation: The use of GIS and statistical analysis of georeferenced data." Applied Geography. 18 (2), pp. 137-152. https://doi.org/10.1016/S0143-6228(98)00004-6

Tropical landscape characterization and analysis for forest rehabilitation planning using satellite data and GIS

Apan, Armando A.. 1996. "Tropical landscape characterization and analysis for forest rehabilitation planning using satellite data and GIS." Landscape and Urban Planning. 34 (1), pp. 45-54. https://doi.org/10.1016/0169-2046(95)00201-4

Deep learning U-Net classification of Sentinel-1 and 2 fusions effectively demarcates tropical montane forest's deforestation

Altarez, Richard Dein D., Apan, Armando and Maraseni, Tek. 2023. "Deep learning U-Net classification of Sentinel-1 and 2 fusions effectively demarcates tropical montane forest's deforestation." Remote Sensing Applications: Society and Environment. 29. https://doi.org/10.1016/j.rsase.2022.100887

Examining policy− institution− program (PIP) responses against the drivers of ecosystem dynamics. A chronological review (1960–2020) from Nepal

Aryal, Kishor, Maraseni, Tek and Apan, Armando. 2023. "Examining policy− institution− program (PIP) responses against the drivers of ecosystem dynamics. A chronological review (1960–2020) from Nepal." Land Use Policy: the international journal covering all aspects of land use. 132, p. 106789. https://doi.org/10.1016/j.landusepol.2023.106789