Table 3 Synthesis of relationships among NDVI, EVI, and environmental variables in the Caatinga.

From: Predominantly positive XCO2 anomalies in the Caatinga biome highlight carbon vulnerability

Study/source

Vegetation types/region

Key relationships with NDVI

Key relationships with EVI

Relevant environmental controls

Notes

This study (2025)

Caatinga (various phytophysiognomies)

Strong positive correlation with EVI (r > 0.86). Negative correlation with temperature. Positive correlation with precipitation

Strong positive correlation with NDVI (r > 0.86). Negative correlation with temperature. Positive correlation with precipitation

Hydrological seasonality; temperature-driven stress; structural differences among vegetation types

Explains spatial–temporal variability in XCO2 anomalies.

Medeiros et al69.

Caatinga preserved vs. degraded areas

NDVI strongly driven by precipitation (r = 0.72–0.88). Sharp declines during droughts

EVI also tightly linked to rainfall and canopy structure; better captures degradation

Rainfall seasonality; drought intensity; land-use pressure

Shows different sensitivity between preserved and degraded areas.

Zou et al70.

Caatinga dry forest sites

NDVI decreases with higher temperatures and VPD; increases with soil moisture and accumulated rainfall

Similar pattern to NDVI but more responsive to canopy density

Soil moisture; air temperature; vapor pressure deficit

Identifies temperature as a limiting factor during dry season.

Barbosa et al71.

Shrublands and open Caatinga

NDVI highly seasonal; peaks depend on onset of rains. Weak vegetation activity under prolonged droughts

EVI more stable during early season moisture pulses

Hydrological pulses; early-rainfall events

Highlights differential phenological sensitivity.