Publications

2023

Lu, Meng; Cavieres, Joaquin; Moraga, Paula
A Comparison of Spatial and Nonspatial Methods in Statistical Modeling of NO₂ : Prediction Accu ...
in Geographical Analysis volume 55 (2023) issue 4. - page 703-727
doi:10.15495/EPub_UBT_00007291 ...

2021

Ntarladima, Anna-Maria; Karssenberg, Derek; Vaartjes, Ilonca; Grobbee, Diederick E; Schmitz, Oliver; Lu, Meng; Boer, Jolanda; Koppelman, Gerard; Vonk, Judith; Vermeulen, Roel
A comparison of associations with childhood lung function between air pollution exposure assess ...
in Environmental Research Letters volume 202 (2021)
doi:10.1016/j.envres.2021.111710 ...

Poelman, Maartje P.; Nicolaou, Mary; Dijkstra, S. Coosje; Mackenbach, Joreintje D.; Lu, Meng; Karssenberg, Derek; Snijder, Marieke B.; Vaartjes, Ilonca; Stronks, Karien
Does the neighbourhood food environment contribute to ethnic differences in diet quality? Resul ...
in Public Health Nutrition volume 24 (2021) issue 15. - page 5101-5112
doi:10.1017/S1368980021001919 ...

Lu, Meng; Dai, Ruoying; de Boer, Cjestmir; Schmitz, Oliver; Kooter, Ingeborg; Cristescu, Simona; Karssenberg, Derek
External validation for statistical NO₂ modelling : A study case using a high-end mobile sensin ...
in Atmospheric Pollution Research volume 12 (2021) issue 11
doi:10.1016/j.apr.2021.101205 ...

Lu, Meng; Schmitz, Oliver; de Hoogh, Kees; Hystad, Perry; Knibbs, Luke; Kai, Qin; Karssenberg, Derek
Global, high-resolution statistical modelling of NO₂
in EGU General Assembly (2021)
doi:10.5194/egusphere-egu21-6355 ...

Geng, Xiaoxiao; Ji, Shunping; Lu, Meng; Zhao, Lingli
Multi-Scale Attentive Aggregation for LiDAR Point Cloud Segmentation
in Remote Sensing volume 13 (2021) issue 4
doi:10.3390/rs13040691 ...

Schmitz, Oliver; Lu, Meng; de Hoogh, Kees; Probst-Hensch, Nicole; Jeong, Ayoung; Flückiger, Benjamin; Vienneau, Danielle; Hoek, Gerard; Kyriakou, Kalliopi; Vermeulen, Roel C. H.; Karssenberg, Derek
Nationwide estimation of personal exposure to air pollution using activity-based field-agent mo ...
in EGU General Assembly (2021)
doi:10.5194/egusphere-egu21-7081 ...

Zhang, Zhili; Lu, Meng; Ji, Shunping; Yu, Huafen; Nie, Chenhui
Rich CNN Features for Water-Body Segmentation from Very High Resolution Aerial and Satellite Im ...
in Remote Sensing volume 13 (2021) issue 10
doi:10.3390/rs13101912 ...

Ji, Shunping; Dai, Peiyu; Lu, Meng; Zhang, Yongjun
Simultaneous Cloud Detection and Removal From Bitemporal Remote Sensing Images Using Cascade Co ...
in IEEE Transactions on Geoscience and Remote Sensing volume 59 (2021) issue 1. - page 732-748
doi:10.1109/TGRS.2020.2994349 ...

2020

Wang, Yameng; Ji, Shunping; Lu, Meng; Zhang, Yongjun
Attention boosted bilinear pooling for remote sensing image retrieval
in International Journal of Remote Sensing volume 41 (2020) issue 7. - page 2704-2724
doi:10.1080/01431161.2019.1697010 ...

Loozen, Yasmina; Karssenberg, Derek; de Jong, Steven; Lu, Meng; Olin, Stefan; Wassen, Martin; Wårlind, David; Zaehle, Sönke; Rebel, Karin
Canopy N across European forests : comparing spatial patterns of canopy N retrieved from remote ...
in EGU General Assembly (2020)
doi:10.5194/egusphere-egu2020-20651 ...

Shen, Youchen; Ruijsch, Jessica; Lu, Meng; Sutanudjaja, Edwin; Karssenberg, Derek
Error-correction of streamflow predictions from a global hydrological model using random forest ...
in AGU Fall Meeting Abstracts (2020)

Li, Xue; Luo, Muying; Ji, Shunping; Zhang, Li; Lu, Meng
Evaluating generative adversarial networks based image-level domain transfer for multi-source r ...
in International Journal of Remote Sensing volume 41 (2020) issue 19. - page 7343-7367
doi:10.1080/01431161.2020.1757782 ...

Lu, Meng; Schmitz, Oliver; de Hoogh, Kees; Kai, Qin; Karssenberg, Derek
Evaluation of different methods and data sources to optimise modelling of NO₂ at a global scale ...
in Environment International volume 142 (2020)
doi:10.1016/j.envint.2020.105856 ...

Lu, Meng; Soenario, Ivan; Helbich, Marco; Schmitz, Oliver; Hoek, Gerard; van der Molen, Michiel; Karssenberg, Derek
Land use regression models revealing spatiotemporal co-variation in NO₂, NO, and O₃ in the Neth ...
in Atmospheric Environment volume 223 (2020)
doi:10.1016/j.atmosenv.2019.117238 ...

Ji, Shunping; Zhang, Zhili; Zhang, Chi; Wei, Shiqing; Lu, Meng; Duan, Yulin
Learning discriminative spatiotemporal features for precise crop classification from multi-temp ...
in International Journal of Remote Sensing volume 41 (2020) issue 8. - page 3162-3174
doi:10.1080/01431161.2019.1699973 ...

Loozen, Yasmina; Rebel, Karin T.; de Jong, Steven M.; Lu, Meng; Ollinger, Scott V.; Wassen, Martin; Karssenberg, Derek
Mapping canopy nitrogen in European forests using remote sensing and environmental variables wi ...
in Remote Sensing of Environment volume 247 (2020)
doi:10.1016/j.rse.2020.111933 ...

van Rongen, Sofie; Poelman, Maartje P.; Thornton, Lukar; Abbott, Gavin; Lu, Meng; Kamphuis, Carlijn B. M.; Verkooijen, Kirsten; de Vet, Emely
Neighbourhood fast food exposure and consumption : the mediating role of neighbourhood social n ...
in International Journal of Behavioral Nutrition and Physical Activity volume 17 (2020)
doi:10.1186/s12966-020-00969-w ...

Ji, Shunping; Qin, Zijie; Shan, Jie; Lu, Meng
Panoramic SLAM from a multiple fisheye camera rig
in ISPRS Journal of Photogrammetry and Remote Sensing volume 159 (2020) . - page 169-183
doi:10.1016/j.isprsjprs.2019.11.014 ...

2020

Lu, Meng; Renschler, Chris
Rainfall and rainfall erosivity time series analysis of a small semi-arid watershed of the Amer ...
EarthArXiv, 2020
doi:10.31223/osf.io/nk75z ...

Wang, Jiong; Schmitz, Oliver; Lu, Meng; Karssenberg, Derek
Thermal unmixing based downscaling for fine resolution diurnal land surface temperature analysi ...
in ISPRS Journal of Photogrammetry and Remote Sensing volume 161 (2020) . - page 76-89
doi:10.1016/j.isprsjprs.2020.01.014 ...

Wei, Shiqing; Ji, Shunping; Lu, Meng
Toward automatic building footprint delineation from aerial images using CNN and regularization
in IEEE Transactions on Geoscience and Remote Sensing volume 58 (2020) issue 3. - page 2178-2189
doi:10.1109/TGRS.2019.2954461 ...

2019

Lu, Meng; Schmitz, Oliver; Vaartjes, Ilonca; Karssenberg, Derek
Activity-based air pollution exposure assessment : differences between homemakers and cycling c ...
in Health & Place volume 60 (2019)
doi:10.1016/j.healthplace.2019.102233 ...

Ji, Shunping; Shen, Yanyun; Lu, Meng; Zhang, Yongjun
Building Instance Change Detection from Large-Scale Aerial Images using Convolutional Neural Ne ...
in Remote Sensing volume 11 (2019) issue 11
doi:10.3390/rs11111343 ...

Ji, Shunping; Liu, Jin; Lu, Meng
CNN-Based Dense Image Matching for Aerial Remote Sensing Images
in Photogrammetric Engineering & Remote Sensing volume 85 (2019) issue 6. - page 415-424
doi:10.14358/PERS.85.6.415 ...

Zhang, Chi; Wei, Shiqing; Ji, Shunping; Lu, Meng
Detecting large-scale urban land cover changes from very high resolution remote sensing images ...
in ISPRS International Journal of Geo-Information volume 8 (2019) issue 4
doi:10.3390/ijgi8040189 ...

Ji, Shunping; Wei, Shiqing; Lu, Meng
Fully convolutional networks for multisource building extraction from an open aerial and satell ...
in IEEE Transactions on Geoscience and Remote Sensing volume 57 (2019) issue 1. - page 574-586
doi:10.1109/TGRS.2018.2858817 ...

Zhu, Ruojin; Yu, Dawen; Ji, Shunping; Lu, Meng
Matching RGB and infrared remote sensing images with densely-connected convolutional neural net ...
in Remote Sensing volume 11 (2019) issue 23
doi:10.3390/rs11232836 ...

Wang, Jiong; Lu, Meng; Vaartjes, Ilonca; Karssenberg, Derek
The potential of Earth-Observation for assessing personal exposures to heat
in Geophysical Research Abstracts volume 21 (2019)
https://meetingorganizer.copernicus.org/EGU2019/EG ...

Ji, Shunping; Wei, Shiqing; Lu, Meng
A scale robust convolutional neural network for automatic building extraction from aerial and s ...
in International Journal of Remote Sensing volume 40 (2019) issue 9. - page 3308-3322
doi:10.1080/01431161.2018.1528024 ...

2018

Lu, Meng; Schmitz, Oliver; Soenario, Ivan; Helbich, Marco; Vaartjes, Ilonca; Karssenberg, Derek
Assessment of air pollution exposures across a population : differences between home-based work ...
in Geophysical Research Abstracts volume 20 (2018)

Schmitz, Oliver; de Jong, Kor; de Bakker, Merijn; Lu, Meng; Karssenberg, Derek
Integration of field-based and agent-based modelling paradigms into the PCRaster environmental ...
in Geophysical Research Abstracts volume 20 (2018)

Lu, Meng; Appel, Marius; Pebesma, Edzer
Multidimensional Arrays for Analysing Geoscientific Data
in ISPRS International Journal of Geo-Information volume 7 (2018) issue 8
doi:10.3390/ijgi7080313 ...

Ji, Shunping; Yu, Dawen; Hong, Yong; Lu, Meng
Template matching for wide-baseline panoramic images from a vehicle-borne multi-camera rig
in ISPRS International Journal of Geo-Information volume 7 (2018) issue 7
doi:10.3390/ijgi7070236 ...

2017

Lu, Meng; Hamunyela, Eliakim; Verbesselt, Jan; Pebesma, Edzer
Dimension reduction of multi-spectral satellite image time series to improve deforestation moni ...
in Remote Sensing volume 9 (2017) issue 10
doi:10.3390/rs9101025 ...

Lu, Meng; Appel, Marius; Pebesma, Edzer
Modelling spatiotemporal change using multidimensional arrays
in Geophysical Research Abstracts volume 19 (2017)
https://ui.adsabs.harvard.edu/link_gateway/2017EGU ...

2017

Lu, Meng
Spatiotemporal change modelling from multidimensional arrays
Münster, 2017
(dissertation, , )

2016

Lu, Meng; Hamunyela, Eliakim; Pebesma, E.; Verbesselt, J.
Deforestation monitoring from multi-spectral landsat time series
in Remote Sensing of Environment (2016)

Lu, Meng; Hamunyela, Eliakim
On-Line Change Monitoring with Transformed Multi-Spectral Time Series, a Study Case in Tropical ...
in The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences volume 41 (2016) . - page 987-989
doi:10.5194/isprs-archives-XLI-B7-987-2016 ...

Lu, Meng; Pebesma, Edzer; Sanchez, Alber; Verbesselt, Jan
Spatio-temporal change detection from multidimensional arrays : Detecting deforestation from MO ...
in ISPRS Journal of Photogrammetry and Remote Sensing volume 117 (2016) . - page 227-236
doi:10.1016/j.isprsjprs.2016.03.007 ...

2015

Peng, Jingjing; Liu, Qiang; Wang, Lizhao; Liu, Qinhuo; Fan, Wenjie; Lu, Meng; Wen, Jianguang
Characterizing the pixel footprint of satellite albedo products derived from MODIS reflectance ...
in Remote Sensing volume 7 (2015) issue 6. - page 6886-6907
doi:10.3390/rs70606886 ...

Lu, Meng; Pebesma, Edzer
Spatio-temporal change modeling with array data
in Geophysical Research Abstracts volume 17 (2015)
https://meetingorganizer.copernicus.org/EGU2015/EG ...

2014

Lu, Meng; Renschler, Chris; Nearing, Mark
Climate change and its impact on precipitation, runoff, and erosion in a small semi-arid waters ...
in Geophysical Research Abstracts volume 16 (2014)
https://www.google.com/url?sa=t&rct=j&q=&esrc=s&so ...

Lu, Meng; Pebesma, Edzer
Modeling change from large-scale high-dimensional spatio-temporal array data
in Geophysical Research Abstracts volume 16 (2014)
https://ui.adsabs.harvard.edu/link_gateway/2014EGU ...