The present paper reviews the important contributions of Ian MacNeill to the theory and methodology of change-point analysis and environmental statistics. The review concentrates on four areas of change-point analysis: sequences of independent random variables; linear regression models with independent as well as serially correlated random errors; regression models with continuity constraints and spatial models of change-points.