Thermoelectric effects are more sensitive and promising probes to topological properties of emergent materials, but much less addressed compared to other physical properties. Zirconium pentatelluride (ZrTe5) has inspired active investigations recently because of its multiple topological nature. We study the thermoelectric effects of ZrTe5 in a magnetic field and find several anomalous behaviors. The Nernst response has a steplike profile near zero field when the charge carriers are electrons only, suggesting the anomalous Nernst effect arising from a nontrivial profile of Berry curvature. Both the thermopower and Nernst signal exhibit exotic peaks in the strong-field quantum limit. At higher magnetic fields, the Nernst signal has a sign reversal at a critical field where the thermopower approaches to zero. We propose that these anomalous behaviors can be attributed to the Landau index inversion, which is resulted from the competition of the √ B dependence of the Dirac-type Landau bands and linear-B dependence of the Zeeman energy (B is the magnetic field). Our understanding to the anomalous thermoelectric properties in ZrTe5 opens a new avenue for exploring Dirac physics in topological materials.Introduction-Transition-metal pentatellurides (ZrTe 5 , HfTe 5 ...) have attracted considerable interest as topological materials very close to the boundary of topological phase transition [1]. The negative longitudinal magnetoresistance [2, 3] and the linear energy-momentum dispersion demonstrated by the magnetoinfrared and optical spectroscopy measurements [4-7] implied a Dirac semimetal phase of ZrTe 5 . In contrast, scanning tunneling spectroscopy and angle-resolved photoemission spectroscopy measurements detected a bulk band gap with topological edge states at side surfaces, giving the signatures of a weak 3D topological insulator (TI) [8][9][10]. Other spectroscopic studies favor the strong TI phase [11,12]. Recently, it was further proposed that these states can be tuned by temperature or pressure [12][13][14]. In addition to its nature of multiple topological phases, a moderate magnetic field is enough to drive this layered material into the quantum limit, in which all carriers occupy the lowest Landau band. This provides a platform to explore the exotic quantum phenomena caused by unique band topology in extremely strong magnetic fields. In particular, the magnetoresistance of ZrTe 5 decreases drastically when the field exceeds 8 T. Based on the picture of massless Dirac fermions, the sudden drop of magnetoresistance was conjectured to originate either from dynamical mass generation or topological phase transition from a 3D Weyl semimetal to a 2D massive Dirac metal [15,16]. Very recently, in ZrTe 5 the 3D quantum Hall effect was observed, which collapses into