… This review found that geospatial XAI is currently less used for end users, rather than for
model improvement. This also results in fewer evaluations of the effectiveness of the …

… Explaining deep neural networks and beyond: A review of methods and 202 applications. …
A land use/land cover change geospatial cyberinfrastructure to 208 integrate big data and …

… In this paper we also set out a path for developing XAI in future urban studies. … This article
is not intended to provide a detailed literature review of GCN-based applications in urban …

… there are challenges in applying XAI to geospatial artificial intelligence (GeoAI), specifically
… and ethical aspects in XAI. First, we review literature related to the use of XAI in geographic …

… Such surveys result in integrating multisource geospatial data that is stored as maps in a …
exploring geospatial data in a wide range and analysing layers with several geospatial models. …

… The responsible implementation of AI technologies for urban planning and other geospatial
studies has gained increased attention, with 53% of the articles reviewed for this study being …

… This chapter reviews GeoAI for spatial prediction and … in solving geospatial problems, gives
an overview of established XAI … Moreover, the chapter highlights the benefits of applying XAI …

… Most review works in XAI treat scale as an issue of quality (ie, of the explanations for a 90 …
for geospatial information scientists. (2) Current XAI can be 167 incompatible with geospatial …

… According to the review study for geospatial XAI (Roussel and Böhm, 2023), and to our …
Studies that utilize geospatial data and XAI still rely on conventional SHAP plots, such as …

… The specific objectives were to (i) establish a hybrid XAI-GIS … based on an extensive review
of publications that addressed the … specific in classifying the geospatial dataset of wind farms …