 Climate change is having a major impact on the economies of developing countries, particularly those reliant on agricultural production or tourism. Open data and modeling can provide valuable resources for governments, municipalities, and NGOs to understand how climate change will affect their communities. This paper examines the use of satellite imagery and statistical models to analyze the effects of climate change on the tourism industry in the Republic of Kosovo. It also explores the potential for leveraging large geographic datasets for open climate change research. The results show that the region's viticulture is highly vulnerable to climate change, as evidenced by decreasing water balance and increasing temperatures. Understanding these trends could help the region prepare for the future impacts of climate change on its wine agro-tourism. This article was authored by De Sanchez, De Sanchez, the Krosnichi, and others.