Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany

J Hagenauer, H Omrani, M Helbich - International Journal of …, 2019 - Taylor & Francis
Machine learning (ML) is at the forefront of land-use change modeling. Due to numerous
available ML approaches, the model choice is complex and usually based on ad hoc …

Climate-induced land use change in France: impacts of agricultural adaptation and climate change mitigation

A Lungarska, R Chakir - Ecological Economics, 2018 - Elsevier
Interaction between mitigation and adaptation is a key question for the design of climate
policies. In this paper, we study how land use adaptation to climate change impacts land use …

Impacts of land use and climate change on freshwater ecosystems in France

B Bayramoglu, R Chakir, A Lungarska - Environmental modeling & …, 2020 - Springer
Pressures on freshwater ecosystems are mainly human induced and driven by land use and
climate change. We develop an empirical framework to estimate the impacts of land use …

A spatial multinomial logit model for analysing urban expansion

T Krisztin, P Piribauer, M Wögerer - Spatial Economic Analysis, 2022 - Taylor & Francis
The paper proposes a Bayesian multinomial logit model to analyse spatial patterns of urban
expansion. The specification assumes that the log-odds of each class follow a spatial …

Agricultural rent in land-use models: comparison of frequently used proxies

R Chakir, A Lungarska - Spatial Economic Analysis, 2017 - Taylor & Francis
Agricultural rent in land-use models: comparison of frequently used proxies. Spatial
Economic Analysis. This paper compares the performance of econometric land-use models …

Spatial Autocorrelation in Econometric Land Use Models: An Overview

R Chakir, J Le Gallo - … Statistics and Econometrics: Festschrift in Honor of …, 2021 - Springer
This chapter provides an overview of the literature on econometric land use models
including spatial autocorrelation. These models are useful to analyze the determinants of …

Remote sensing of lake sediment core particle size using hyperspectral image analysis

H Ghanbari, O Jacques, MÉ Adaïmé, I Gregory-Eaves… - Remote Sensing, 2020 - mdpi.com
Hyperspectral imaging has recently emerged in the geosciences as a technology that
provides rapid, accurate, and high-resolution information from lake sediment cores. Here we …

[HTML][HTML] Projections of climate change impacts on ecosystem services and the role of land use adaptation in France

A Lungarska, R Chakir - Environmental and Sustainability Indicators, 2024 - Elsevier
This study examines the complex relationship between climate change and ecosystem
services (ESs) in France. We explore both the direct effects of climate change and the …

Local modelling of land consumption in Germany with RegioClust

J Hagenauer, M Helbich - International journal of applied earth observation …, 2018 - Elsevier
Germany is experiencing extensive land consumption. This necessitates local models to
understand actual and future land consumption patterns. This research examined land …

Climate-dependent scenarios of land use for biodiversity and ecosystem services in the New Aquitaine region

NA Andriamanantena, C Gaufreteau, JS Ay… - Regional Environmental …, 2022 - Springer
The synergies and trade-offs between human well-being, biodiversity, and ecosystem
services are under debate for the design of more sustainable public policies. In that …