Since the 1960s, global agricultural output by volume has increased at an average annual rate of 2.3 percent, fluctuating between 2 and 3 percent on a decade-to-decade basis. In the latest decade (2011-2019), the global output of total crop, animal and aquaculture commodities grew an average rate of 2.08 percent per year.
Precision livestock farming, or PLF, is predictive. Producers can make management decisions that are predictive of outcomes.
Several factors contribute to output growth, including expansion of agricultural land, extension of irrigation to existing cropland, the intensification of input use (more labor, capital and material inputs per acre) and total factor productivity (TFP), a measure of the contribution of technological and efficiency improvements in the farm sector.
Over the last 50 years, hay production has steadily increased, while the beef cow inventory has remained relatively constant. https://www.wlj.net/top_headlines/improving-hay-feeding-efficiency-on-your-operation/article_f5c9311a-545d-11ec-99a3-6b68eb526c26.html
Before the 1990s, most output growth came from increases in input use, including the expansion of land, irrigation and intensification of other inputs. Since the 1990s, growth in TFP, rather than growth in inputs, accounted for most of the growth in world agriculture output. From 2011 to 2019, TFP globally grew at an annual rate of 1.31 percent, accounting for nearly two-thirds of output growth. — USDA Economic Research Service