Few studies have quantitatively examined how long-term

The gap

Evidence profile

Stated in the abstract and cells research gap sections of the source papers, classified as general, drawn from work published between 2024 and 2026, spanning 4 journals. Those papers have been cited 1 times in total.

Supporting evidence — 4 representative gaps

• Does local non-farm income moderate the intensity of climate change induced migration in India? (2024) · Journal of Policy Modeling · cited 1× · doi

  To fill this gap in the literature, the paper combines real time weather data provided by Indian Meteorological Department with a very rich household data on Indian states belonging to the eastern and semi-arid tropic regions collected by ICRISAT to investigate whether farmers always resort to migration or take it up as a second-best option only after they fail to diversify locally on the face of climate change induced crop loss.

  generalstated in abstractevidence 5/5
  Keywords: indian fill literature combines real time weather provided meteorological department rich household states belonging eastern
• Shifting velocities of annual precipitation and temperature across Indian agro-climatic zones – analysis using ACCESS-CM2 projections (2026) · Theoretical and Applied Climatology · doi

  There is a need to quantify the shifting velocities of precipitation and temperature extremes across India’s agro-climatic zones. - The existing studies have methodological and interpretative limitations that need to be addressed. - There is a need to identify emerging hotspots in central and semi-arid India that demand urgent intervention for sustainable resource management.

  generalstated in cells research gapevidence 5/5
  Keywords: there need quantify shifting velocities precipitation temperature extremes
• Climate-Driven Forecasting of Agricultural Land Cover Change in North Dakota’s Red River Valley Using Remote Sensing and Machine Learning (2026) · Earth Systems and Environment · doi

  However, few studies have quantitatively examined how long-term climatic trends influence spatial changes in crop patterns or how these climate variables can be used to predict future agricultural land cover in this region.

  generalstated in abstractevidence 4/5
  Keywords: quantitatively examined long term climatic trends influence spatial changes crop patterns climate variables used predict
• Farmer’s climate adaptability and newborn’s mortality risk: Evidence from Indian Agriculture Households (2026) · Review of Economics of the Household · doi

  The discussion on climate adaptation among farmers does not account for the variation in the capabilities of agricultural households. - The impact of climate-induced shocks on newborn survival rates in Indian agricultural households is not well understood.

  generalstated in cells research gapevidence 3/5
  Keywords: discussion climate adaptation among farmers does account variation

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