Books & Study Notes 书籍与学习笔记
Street View Geographic Big Data Analysis Note Framework 街景地理大数据分析笔记框架
A framework for notes on street view geographic big data analysis. Linked with the SVI project. 关于街景地理大数据分析的笔记框架。已关联 SVI 项目。
Geospatial Data Science Manual: A Self-Cultivation Guide 地理空间数据科学自我修炼手册
A comprehensive guide documenting my journey in geospatial data science, including knowledge points, lectures, and projects I've participated in. This book serves as both a reference and a reflection of growth in this field. 这是一本全面的指南，记录了我在地理空间数据科学领域的旅程，包括我学习的知识点、参加的讲座以及参与的项目。本书既是一本参考书，也是我在这个领域成长的见证。
SHUD Training Camp Notes
Comprehensive notes from the SHUD (Simulator for Hydrological Unstructured Domains) training camp. These notes cover the theoretical foundations, implementation details, and practical applications of the SHUD model for hydrological simulation. SHUD（非结构域水文模拟器）训练营的详细学习笔记。这些笔记涵盖了SHUD模型的理论基础、实现细节和水文模拟的实际应用。
GIS Learning Notes & Knowledge Framework 地理信息系统(GIS)学习笔记与知识框架
Comprehensive notes from the GIS course at Politecnico di Milano (2024-2025). These notes systematically cover GIS core theories, methodologies, spatial data models, geospatial AI, and emerging concepts like Digital Twin Earth. 米兰理工大学(2024-2025学年)GIS课程的详细学习笔记。系统性地涵盖了GIS核心理论、方法、空间数据模型、地理空间人工智能以及数字孪生地球等新兴概念。
Urban Perception Computing Based on Social Media Data 基于社交媒体数据的城市感知计算
Comprehensive notes on urban perception computing through social media text data mining and analysis workshop. Covers NLP techniques, sentiment analysis, topic modeling, spatial analysis, and their applications in urban public space optimization. 基于社交媒体文本数据挖掘与分析的城市感知计算工作坊详细笔记。涵盖自然语言处理技术、情感分析、主题建模、空间分析以及在城市公共空间优化中的应用。
Performance Evaluation & Applications 《性能评估与应用》
Comprehensive course notes covering performance evaluation theory and applications. Includes core concepts, queueing theory, Markov chains, discrete event simulation, analytical modeling, and performance optimization techniques for computer systems. 性能评估理论与应用的全面课程笔记。涵盖核心概念、排队论、马尔可夫链、离散事件仿真、解析建模以及计算机系统的性能优化技术。