Publication News

Two 2025 Papers in IJGIS and GIScience & Remote SensingGRS

A publication note on two 2025 papers in CAS Zone 1 Top journals: IJGIS and GIScience & Remote Sensing.GRS.

Date: 25 November 2025
Paper 1: IJGIS, November 2025
Paper 2: GRS, July 2025
Record: Publication update

IJGIS International Journal of Geographical Information Science

IF = 5.9

Second-dimension outliers for spatial prediction

Introduces second-dimension outliers (SDO) to capture local spatial anomaly context and improve wheat-production prediction across Australia.

Citation

Ren, K., Song, Y.^*, Yu, Q.^*, 2025. Second-dimension outliers for spatial prediction. International Journal of Geographical Information Science, 40(6), 1915–1942.

Research figures from the second-dimension outliers paper — Selected results from the SDO study.

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GRS GIScience & Remote Sensing

IF = 6.8

Identifying climate and environmental determinants of spatial disparities in wheat production using a geospatial machine learning model

Combines hotspot detection, GOZH, and machine learning to identify the climate, environmental, and soil controls behind spatial disparities in Australian wheat production.

Citation

Ren, K., Song, Y.^*, Li, L., Mancini, F., Xiao, Z., Zhang, X., Qu, R., Yu, Q.^*, 2025. Identifying climate and environmental determinants of spatial disparities in wheat production using a geospatial machine learning model. GIScience & Remote Sensing, 62(1), 2533487.

Research figures from the geospatial machine learning wheat-production paper — Selected results from the GOZH study.

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