Assessing and understanding the extent and trajectory of change in inland waters is a great challenge, due in part to both differing methods — and cultures — of agencies that provide synoptic observations of Earth’s systems as well as the community of lake scientists whose research generates heterogeneous and distributed in situ data. Advancements require socio-technological initiatives that harness the resources of the highly diverse and distributed community of ecologists, as well as the products and expertise of the satellite remote sensing community. Here we describe a prototype for linking in situ and remotely sensed data for lakes through the collaborative efforts of the Global Lake Ecological Observatory Network (GLEON), the Environmental Data Initiative (EDI), and NASA. GLEON provides a community of lake scientists and data from lake observatories. EDI curates and publishes data and ensures conformity to rigorous FAIR principles. NASA provides the expertise and workflows to deliver remotely sensed data products on demand. The integration of the data and the communities provides a foundation for a new generation of lake science.