Research Output 1966 2020

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2019
2 Citations (Scopus)
14 Downloads (Pure)

Identifying a Slums’ Degree of Deprivation from VHR Images Using Convolutional Neural Networks

Ajami, A., Kuffer, M., Persello, C. & Pfeffer, K., 29 May 2019, In : Remote sensing. 11, 11, p. 1-24 24 p., 1282.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
image resolution
learning
multiple use
correspondence analysis
integrated approach
1 Citation (Scopus)

Identifying rice stress on a regional scale from multi-temporal satellite images using a Bayesian method

Liu, M., Wang, T., Skidmore, A. K., Liu, X. & Li, M., 1 Apr 2019, In : Environmental Pollution. 247, April, p. 488-498 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Bayes Theorem
Crops
Satellites
Heavy Metals
Heavy metals
14 Citations (Scopus)

Improved population mapping for China using remotely sensed and points-of-interest data within a random forests model

Ye, T., Zhao, N., Yang, X., Ouyang, Z., Liu, X., Chen, Q., Hu, K., Yue, W., Qi, J., Li, Z. & Jia, P., 2019, In : Science of the total environment. 658, p. 936-946 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Remote sensing
Population distribution
remote sensing
census
Land use
8 Citations (Scopus)
17 Downloads (Pure)

Improvement in food environments may help prevent childhood obesity: Evidence from a 9‐year cohort study

Wang, Y., Jia, P., Cheng, X. & Xue, H., 1 Oct 2019, In : Pediatric Obesity. 14, 10, 19 p., e12536.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Pediatric Obesity
Cohort Studies
Restaurants
Food
Vegetables
8 Downloads (Pure)

Incorporating Temporary Coherent Scatterers in Multi-Temporal InSAR Using Adaptive Temporal Subsets

Hu, F., Wu, J., Chang, L. & Hanssen, R. F., Oct 2019, In : IEEE transactions on geoscience and remote sensing. 57, 10, p. 7658-7670 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Time series
time series
Synthetic aperture radar
synthetic aperture radar
Surface scattering

Individual scatterer model learning for satellite interferometry

van de Kerkhof, B., Pankratius, V., Chang, L., van Swol, R. & Hanssen, R. F., 21 Oct 2019, In : IEEE transactions on geoscience and remote sensing. p. 1-8 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

interferometry
Interferometry
learning
Satellites
Radar
2 Citations (Scopus)
11 Downloads (Pure)

Mapping 123 million neonatal, infant and child deaths between 2000 and 2017

Osei, F. B., 16 Oct 2019, In : Nature. 574 , p. 353-358 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Mortality
Child Mortality
United Nations
Conservation of Natural Resources
Live Birth

Model-based small area estimation at two scales using Moran's spatial filtering

Truong, P. N. & Stein, A., 1 Nov 2019, In : Spatial and Spatio-temporal Epidemiology. 31, 100303.

Research output: Contribution to journalArticleAcademicpeer-review

Thinness
Sample Size
spatial data
Epidemiology
Public Health
50 Downloads (Pure)

Modeling Schistosoma japonicum Infection under Pure Specification Bias: Impact of Environmental Drivers of Infection

Araujo Navas, A. L., Osei, F. B., Leonardo, L. R., Soares Magalhães, R. J. & Stein, A., 2 Jan 2019, In : International journal of environmental research and public health. 16, 2, p. 1-18 18 p., 176.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Schistosoma japonicum
Uncertainty
Body Water
Schistosomiasis
Infection
1 Citation (Scopus)
19 Downloads (Pure)

Modification Effects of Population Expansion, Ageing, and Adaptation on Heat-Related Mortality Risks Under Different Climate Change Scenarios in Guangzhou, China

Liu, T., Ren, Z., Zhang, Y., Feng, B., Lin, H., Xiao, J., Zeng, W., Li, X., Li, Z., Rutherford, S., Xu, Y., Lin, S., Nasca, P. C., Du, Y., Wang, J., Huang, C., Jia, P. & Ma, W., 2019, In : International journal of environmental research and public health. 16, 3, 17 p., 376.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Climate Change
China
Hot Temperature
Mortality
Population
15 Downloads (Pure)

Monitoring Deformation along Railway Systems Combining Multi-Temporal InSAR and LiDAR Data

Hu, F., van Leijen, F. J., Chang, L., Wu, J. & Hanssen, R. F., 2 Oct 2019, In : Remote sensing. 11, 19, p. 1-19 19 p., 2298.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
railway
radar
monitoring
synthetic aperture radar
laser
1 Citation (Scopus)
10 Downloads (Pure)

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

Csillik, O., Belgiu, M., Asner, G. P. & Kelly, M., 27 May 2019, In : Remote sensing. 11, 10, p. 1-26 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
crop
vegetation index
image analysis
seasonality
agricultural land
2 Citations (Scopus)
66 Downloads (Pure)

Ontologies to interpret remote sensing images: why do we need them?

Arvor, D., Belgiu, M., Falomir, Z., Mougenot, I. & Durieux, L., Jun 2019, In : GIScience & remote sensing. 56, 6, p. 911-939 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
need
sensor
1 Citation (Scopus)
6 Downloads (Pure)

Out of Plumb Assessment for Cylindrical-Like Minaret Structures Using Geometric Primitives Fitting

Alsadik, B., Abdulateef, N. A. & Khalaf, Y. H., 29 Jan 2019, In : ISPRS international journal of geo-information. 8, 2, p. 1-21 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
cultural heritage
Towers
Iraq
demolition
monitoring
24 Downloads (Pure)

Poisson-Gamma Mixture Spatially Varying Coefficient Modeling of Small-Area Intestinal Parasites Infection

Osei, F. B., Stein, A. & Ofosu, A., 1 Feb 2019, In : International journal of environmental research and public health. 16, 3, 17 p., 339.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Parasitic Diseases
Demography
Drinking Water
Parasites
Health Information Management
4 Citations (Scopus)
15 Downloads (Pure)

Population Mapping with Multisensor Remote Sensing Images and Point-Of-Interest Data

Yang, X., Ye, T., Zhao, N., Chen, Q., Yue, W., Qi, J., Zeng, B. & Jia, P., 8 Mar 2019, In : Remote sensing. 11, 5, p. 1-14 14 p., 574.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
census
aid
population density
population modeling
25 Downloads (Pure)

Preface: Latest Developments, Methodologies, and Applications Based on UAV Platforms

Nex, F. C. & Remondino, F., 13 Mar 2019, In : Drones . 3, 1, p. 1-3 3 p., 26.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
7 Downloads (Pure)

Preregistration classification of mobile LIDAR data using spatial correlations

Lehtola, V. V., Lehtomaki, M., Hyyti, H., Kaijaluoto, R., Kukko, A., Kaartinen, H. & Hyyppa, J., 1 Sep 2019, In : IEEE transactions on geoscience and remote sensing. 57, 9, p. 6900-6915 16 p., 8700597.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
spatial data
robotics
Computational efficiency
scanner
detection
3 Citations (Scopus)
17 Downloads (Pure)

Rapid prediction of the magnitude scale of landslide events triggered by an earthquake

Tanyaş, H., van Westen, C. J., Persello, C. & Alvioli, M., 1 Apr 2019, In : Landslides. 16, 4, p. 661-676 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Landslides
landslide
Earthquakes
earthquake
prediction
22 Downloads (Pure)

Real-Time Forecasting of Hand-Foot-and-Mouth Disease Outbreaks using the Integrating Compartment Model and Assimilation Filtering

Zhan, Z., Dong, W., Lu, Y., Yang, P., Wang, Q. & Jia, P., 25 Feb 2019, In : Scientific reports. 9, p. 1-9 9 p., 2661.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
foot and mouth disease
disease transmission
disease control
Kalman filter
assimilation
3 Citations (Scopus)
14 Downloads (Pure)

Residential density was negatively associated with excess body weight among adults in an urban region of China

Wang, N., Wang, Z., Qin, Z., Ye, Q., Jia, P., Xu, Z., Xiong, Y. & Xu, F., 10 Jul 2019, In : PLoS ONE. 14, 7, p. 1-11 11 p., e0219314.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Public health
urban areas
China
Education
Body Weight
1 Citation (Scopus)
1 Downloads (Pure)

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data

Andreo, V. C., Belgiu, M., Hoyos, D. B., Osei, F. B., Provensal, C. & Stein, A., 1 May 2019, In : Ecological informatics. 51, p. 157-167 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

rodent
Landsat
Mouse
rodents
Satellites

Sea Captains' Views on Automated Ship Route Optimization in Ice-covered Waters

Lehtola, V. V., Montewka, J. & Salokannel, J., 14 Aug 2019, In : Journal of navigation. p. 1-20 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Ice
navigation
Ships
Navigation
ice
1 Downloads (Pure)

Semantic Façade Segmentation from Airborne Oblique Images

Lin, Y., Nex, F. C. & Yang, M. Y., 1 Jun 2019, In : Photogrammetric engineering and remote sensing : PE&RS. 85, 6, p. 425-433 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

segmentation
Semantics
Facades
Antennas
Processing
6 Citations (Scopus)

Semantic segmentation of road furniture in mobile laser scanning data

Li, F., Lehtomäki, M., Oude Elberink, S. J., Vosselman, G., Kukko, A., Puttonen, E., Chen, Y. & Hyyppä, J., Aug 2019, In : ISPRS journal of photogrammetry and remote sensing. 154, p. 98-113 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

semantics
Traffic signs
roads
segmentation
Poles

Sensitivity of multiresolution segmentation to spatial extent

Drăguţ, L., Belgiu, M., Popescu, G. & Bandura, P., Sep 2019, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 81, p. 146-153 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Tile
segmentation
Pixels
Distributed computer systems
pixel

Sinkhole occurrence monitoring over shallow abandoned coal mines with satellite-based persistent scatterer interferometry

Malinowska, A. A., Witkowski, W. T., Hejmanowski, R., Chang, L., van Leijen, F. J. & Hanssen, R. F., 28 Nov 2019, In : Engineering geology. 262, p. 1-13 13 p., 105336.

Research output: Contribution to journalArticleAcademicpeer-review

Abandoned mines
abandoned mine
sinkhole
interferometry
Coal mines
2 Downloads (Pure)

Spatial and temporal changes in prevalence of obesity among Chinese children and adolescents, 1985–2005

Jia, P., Ma, S., Qi, X. & Wang, Y., 12 Dec 2019, In : Preventing chronic disease. 16, p. 1-4 4 p., E160.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
19 Citations (Scopus)
18 Downloads (Pure)

Spatial lifecourse epidemiology

Jia, P., 21 Feb 2019, In : The Lancet Planetary Health. 3, 2, p. e57-e59 3 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Citations (Scopus)
3 Downloads (Pure)

Spatial lifecourse epidemiology reporting standards (ISLE-ReSt) statement

Jia, P., Yu, C., Remais, J. V., Stein, A., Liu, Y., Brownson, R. C., Lakerveld, J., Wu, T., Yang, L., Smith, M., Amer, S., Pearce, J., Kestens, Y., Kwan, M., Lai, S., Xu, F., Chen, X., Rundle, A., Xiao, Q., Xue, H. & 21 others, Luo, M., Zhao, L., Cheng, G., Yang, S., Zhou, X., Li, Y., Panter, J., Kingham, S., Jones, A., Johnson, B. T., Shi, X., Zhang, L., Wang, L., Wu, J., Mavoa, S., Toivonen, T., Mwenda, K. M., Wang, Y., Verschuren, W. M. M., Vermeulen, R. & James, P., 4 Dec 2019, (Accepted/In press) In : Health & place. 5 p., 102243.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
epidemiology
Epidemiology
Artificial Intelligence
Checklist
artificial intelligence
14 Citations (Scopus)

Spatial Technologies in Obesity Research: Current Applications and Future Promise

Jia, P., Xue, H., Yin, L., Stein, A., Wang, M. & Wang, Y., 2019, In : Trends in Endocrinology and Metabolism. 30, 3, p. 211-223 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Geographic Information Systems
Obesity
Technology
Research
Information Storage and Retrieval
7 Citations (Scopus)
29 Downloads (Pure)

Spatiotemporal image fusion in remote sensing

Belgiu, M. & Stein, A., 4 Apr 2019, In : Remote sensing. 11, 7, p. 1-20 20 p., 818.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
image resolution
spectral reflectance
environmental conditions
method
1 Citation (Scopus)
8 Downloads (Pure)

Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions

Nex, F. C., Duarte, D., Giulio Tonolo, F. & Kerle, N., 24 Nov 2019, In : Remote sensing. 11, 23, p. 1-17 17 p., 2765.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
learning
damage
spatial resolution
explosion
disaster
29 Downloads (Pure)

Surface Water Body Detection in Polarimetric SAR Data Using Contextual Complex Wishart Classification

Goumehei, E., Tolpekin, V. A., Stein, A. & Yan, W., 1 Aug 2019, In : Water resources research. 55, 8, p. 7047-7059 13 p., 025192.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
synthetic aperture radar
surface water
speckle
image classification
bare soil
4 Citations (Scopus)
16 Downloads (Pure)

Teaming up census and patient data to delineate fine-scale hospital service areas and identify geographic disparities in hospital accessibility

Jia, P., Shi, X. & Xierali, I., 28 Jun 2019, In : Environmental monitoring and assessment. 191, suppl 2:303, p. 1-14 14 p., 303.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
accessibility
census
Hospital beds
Resource allocation
resource allocation
3 Downloads (Pure)

The temporal dynamics of slums employing a CNN-based change detection approach

Liu, R., Kuffer, M. & Persello, C., 29 Nov 2019, In : Remote sensing. 11, 23, p. 1-21 21 p., 2844.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
imagery
trajectory
train
urbanization
persistence
7 Citations (Scopus)
8 Downloads (Pure)

Top 10 Research Priorities in Spatial Lifecourse Epidemiology

Jia, P., Lakerveld, J., Wu, J., Stein, A., Root, E., Sabel, C., Vermeulen, R., Remais, J., Chen, X., Brownson, R., Amer, S., Xiao, Q., Wang, L., Verschuren, M., Wu, T., Wang, Y. & James, P., 4 Jul 2019, In : Environmental Health Perspectives. 127, 7, p. 1-7 7 p., 074501.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Epidemiology
Research
Ecology
Health
Biostatistics
1 Citation (Scopus)
13 Downloads (Pure)

Towards 3D Indoor Cadastre Based on Change Detection from Point Clouds

Koeva, M. N., Nikoohemat, S., Oude Elberink, S. J., Morales Guarin, J. M., Lemmen, C. H. J. & Zevenbergen, J. A., 1 Jan 2019, In : Remote sensing. 11, 17, 21 p., 1972.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
cadastre
geometry
legal rights
detection
infrastructure
29 Downloads (Pure)

Towards Cadastral Intelligence? Extracting visible boundaries from UAV data through image analysis and machine learning

Crommelinck, S. C. & Koeva, M. N., 15 May 2019, In : GIM International. 2 p.

Research output: Contribution to journalArticleProfessional

Open Access
File
land tenure
Unmanned aerial vehicles (UAV)
image analysis
Image analysis
Learning systems
9 Downloads (Pure)

Toward utilizing multitemporal multispectral airborne laser scanning, Sentinel-2, and mobile laser scanning in map updating

Matikainen, L., Pandžić, M., Li, F., Karila, K., Hyyppä, J., Litkey, P., Kukko, A., Lehtomäki, M., Karjalainen, M. & Puttonen, E., 14 Oct 2019, In : Journal of applied remote sensing. 13, 4, p. 1-35 35 p., 044504.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
laser
topographic mapping
suburban area
time series
remote sensing
8 Downloads (Pure)

UAV-Based Structural Damage Mapping: A Review

Kerle, N., Nex, F. C., Gerke, M., Duarte, D. A. & Vetrivel, A., 26 Dec 2019, In : ISPRS international journal of geo-information. 9, 1, p. 1-21 21 p., 14.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Unmanned aerial vehicles (UAV)
damages
damage
Disasters
disaster
8 Downloads (Pure)

UAV-g 2019: Unmanned Aerial Vehicles in Geomatics

Nex, F. C., 19 Sep 2019, In : Drones . 3, 3, p. 1-9 9 p., 74.

Research output: Contribution to journalArticleAcademic

Open Access
File
computer vision
robotics
photogrammetry
navigation
natural resource

Uncertainty quantification for the extraction of informal roads from remote sensing images of South Africa

Thiede, R. N., Fabris-rotelli, I. N., Stein, A., Debba, P. & Li, M., 5 Nov 2019, In : South African geographical journal. p. 1-24 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

quantification
uncertainty
road
remote sensing
Africa
3 Citations (Scopus)

Variation in actual evapotranspiration following changes in climate and vegetation cover during an ecological restoration period (2000–2015) in the Loess Plateau, China

Ma, Z., Yan, N., Wu, B., Stein, A., Zhu, W. & Zeng, H., Nov 2019, In : Science of the total environment. 689, p. 534-545 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Evapotranspiration
Water resources
vegetation cover
Restoration
loess
1 Citation (Scopus)
8 Downloads (Pure)

Vegetable classification in Indonesia using Dynamic Time Warping of Sentinel-1A dual polarization SAR time series

Li, M. & Bijker, W., 1 Jun 2019, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 78, June, p. 268-280 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Vegetables
vegetable
Time series
synthetic aperture radar
polarization
1 Downloads (Pure)

Vehicle Detection in Aerial Images

Yang, M. Y., Liao, W., Li, X., Cao, Y. & Rosenhahn, B., 1 Apr 2019, In : Photogrammetric engineering and remote sensing : PE&RS. 85, 4, p. 297-304 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Antennas
Neural networks
Antenna grounds
entropy
detection
2018
10 Citations (Scopus)
3 Downloads (Pure)

A deep learning approach to DTM extraction from imagery using rule-based training labels

Gevaert, C. M., Persello, C., Nex, F. & Vosselman, G., 1 Aug 2018, In : ISPRS journal of photogrammetry and remote sensing. 142, p. 106-123 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

digital terrain model
imagery
learning
Labels
education
6 Citations (Scopus)

A fully automatic approach to register mobile mapping and airborne imagery to support the correction of platform trajectories in GNSS-denied urban areas

Jende, P. L. H., Nex, F. C., Gerke, M. & Vosselman, G., 1 Jul 2018, In : ISPRS journal of photogrammetry and remote sensing. 141, p. 86-99 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

airborne sensing
GNSS
registers
imagery
platforms
2 Citations (Scopus)
2 Downloads (Pure)

A hierarchically adaptable spatial regression model to link aggregated health data and environmental data

Truong Ngoc Phuong, P. & Stein, A., Mar 2018, In : Spatial statistics. 23, p. 36-51 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Spatial Model
Aggregation
Regression Model
Health
Agglomeration
2 Citations (Scopus)

A Modified Model for Estimating Tree Height from PolInSAR with Compensation for Temporal Decorrelation

Ghasemi, N., Tolpekin, V. A. & Stein, A., 29 Jun 2018, (Accepted/In press) In : International Journal of Applied Earth Observation and Geoinformation (JAG). 73, p. 313-322 32 p.

Research output: Contribution to journalArticleAcademicpeer-review

Compensation and Redress
Optical radar
lidar
synthetic aperture radar
Biomass