为解决非洲结核病 (TB)负担的空间异质性问题，研究人员通过整合14国212个地理定位数据点，采用贝叶斯地理统计模型 (Bayesian geostatistical modelling)首次绘制了5×5 km精度的非洲TB流行图谱。研究发现非洲存在显著的国家/次国家级差异（最高7.32/1000 vs 最低0.25/1000），揭示温度 (OR=1.27)、降水 (OR=1.34)与海拔 ...

Consequently, geostatistical techniques are also known as ‘kriging’. Geostatistical methods are founded in the principles of statistical spatial autocorrelation. They are suited to situations when the ...

"By using geostatistical mapping and predictive modeling, we're giving farmers the ability to forecast disease risk before it becomes a problem," said Lopez-Nicora. What makes this approach so ...

AR2Tech’s algorithm library can be applied to a wide range of geostatistical modeling and data science methods, supporting functions that are data-centric and rely on machine learning.