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CROPLAND (CROPLAND)
Proportion of land area used for agriculture (circa 2000)

CROPLAND, measured circa 2000, is a numeric variable between 0 and 1.

Codes

0 = None
-998 = Missing

Description

CROPLAND reports the proportion of land that is planted in crops, for a 10-kilometer circular buffer around each DHS cluster location. The statistics reported in CROPLAND are based on agricultural censuses and remotely sensed imagery circa 2000.

CROPLAND is available for every IPUMS-DHS sample with GPS data.

CROPLAND, like the other IPUMS-DHS contextual variables, is calculated and based on sources external to the DHS data. For more information on IPUMS-DHS contextual variables and how they are constructed, refer to the documentation on these variables.

Comparability

CROPLAND is comparable across samples.

Comparability - Standard DHS

CROPLAND is a contextual variable based on sources outside the DHS data.

Universe

  • Angola 2015: All women age 15-49.
  • Bangladesh 1994: Ever-married women age 10-49.
  • Bangladesh 1997: Ever-married women age 10-49.
  • Bangladesh 2000: Ever-married women age 10-49.
  • Bangladesh 2004: Ever-married women age 10-49.
  • Bangladesh 2007: Ever-married women age 15-49.
  • Bangladesh 2011: Ever-married women age 12-49.
  • Bangladesh 2014: Ever-married women age 15-49.
  • Bangladesh 2018: Ever-married women age 15-49.
  • Benin 1996: All women age 15-49.
  • Benin 2001: All women age 15-49.
  • Benin 2006: All women age 15-49.
  • Benin 2011: All women age 15-49.
  • Benin 2017: All women age 15-49.
  • Burkina Faso 1993: All women age 15-49.
  • Burkina Faso 1998: All women age 15-49.
  • Burkina Faso 2003: All women age 15-49.
  • Burkina Faso 2010: All women age 15-49.
  • Burundi 1987: All women age 15-49.
  • Burundi 2010: All women age 15-49.
  • Burundi 2016: All women age 15-49.
  • Cameroon 1991: All women age 15-49.
  • Cameroon 1998: All women age 15-49.
  • Cameroon 2004: All women age 15-49.
  • Cameroon 2011: All women age 15-49.
  • Cameroon 2018: All women age 15-64.
  • Chad 1996: All women age 15-49.
  • Chad 2004: All women age 15-49.
  • Chad 2014: All women age 15-49.
  • Congo (Democratic Republic) 2007: All women age 15-49.
  • Congo (Democratic Republic) 2013: All women age 15-49.
  • Cote d'Ivoire 1994: All women age 15-49.
  • Cote d'Ivoire 1998: All women age 15-49.
  • Cote d'Ivoire 2011: All women age 15-49.
  • Egypt 1988: Ever-married women age 15-49.
  • Egypt 1992: Ever-married women age 15-49.
  • Egypt 1995: Ever-married women age 15-49.
  • Egypt 2000: Ever-married women age 15-49.
  • Egypt 2003: Ever-married women age 15-49.
  • Egypt 2005: Ever-married women age 15-49.
  • Egypt 2008: Ever-married women age 15-49.
  • Egypt 2014: Ever-married women age 15-49.
  • Ethiopia 2000: All women age 15-49.
  • Ethiopia 2005: All women age 15-49.
  • Ethiopia 2011: All women age 15-49.
  • Ethiopia 2016: All women age 15-49.
  • Ethiopia 2019: All women age 15-49.
  • Ghana 1988: All women age 15-49.
  • Ghana 1993: All women age 15-49.
  • Ghana 1998: All women age 15-49.
  • Ghana 2003: All women age 15-49.
  • Ghana 2008: All women age 15-49.
  • Ghana 2014: All women age 15-49.
  • Ghana 2016: All women age 15-49.
  • Guinea 1999: All women age 15-49.
  • Guinea 2005: All women age 15-49.
  • Guinea 2012: All women age 15-49.
  • Guinea 2018: All women age 15-49.
  • India 1992: Ever-married women age 13-49.
  • India 1998: Ever-married women age 15-49.
  • India 2005: All women age 15-49.
  • India 2015: All women age 15-49.
  • Jordan 1990: Ever-married women age 15-49.
  • Jordan 1997: Ever-married women age 15-49.
  • Jordan 2002: Ever-married women age 15-49.
  • Jordan 2007: Ever-married women age 15-49.
  • Jordan 2009: Ever-married women age 15-49.
  • Jordan 2012: Ever-married women age 15-49.
  • Jordan 2017: Ever-married women age 15-49.
  • Kenya 1989: All women age 15-49.
  • Kenya 1993: All women age 15-49.
  • Kenya 1998: All women age 15-49.
  • Kenya 2003: All women age 15-49.
  • Kenya 2008: All women age 15-49.
  • Kenya 2014: All women age 15-49.
  • Lesotho 2004: All women age 15-49.
  • Lesotho 2009: All women age 15-49.
  • Lesotho 2014: All women age 15-49.
  • Madagascar 1992: All women age 15-49.
  • Madagascar 1997: All women age 15-49.
  • Madagascar 2003: All women age 15-49.
  • Madagascar 2008: All women age 15-49.
  • Malawi 1992: All women age 15-49.
  • Malawi 2000: All women age 15-49.
  • Malawi 2004: All women age 15-49.
  • Malawi 2010: All women age 15-49.
  • Malawi 2016: All women age 15-49.
  • Mali 1987: All women age 15-49.
  • Mali 1995: All women age 15-49.
  • Mali 2001: All women age 15-49.
  • Mali 2006: All women age 15-49.
  • Mali 2012: All women age 15-49.
  • Mali 2018: All women age 15-49.
  • Morocco 1987: Ever-married women age 15-49.
  • Morocco 1992: All women age 15-49.
  • Morocco 2003: All women age 15-49.
  • Mozambique 1997: All women age 15-49.
  • Mozambique 2003: All women age 15-49.
  • Mozambique 2011: All women age 15-49.
  • Myanmar 2015: All women age 15-49.
  • Namibia 1992: All women age 15-49.
  • Namibia 2000: All women age 15-49.
  • Namibia 2006: All women age 15-49.
  • Namibia 2013: All women age 15-64.
  • Nepal 1996: Ever-married women age 15-49.
  • Nepal 2001: Ever-married women age 15-49.
  • Nepal 2006: All women age 15-49.
  • Nepal 2011: All women age 15-49.
  • Nepal 2016: All women age 15-49.
  • Niger 1992: All women age 15-49.
  • Niger 1998: All women age 15-49.
  • Niger 2006: All women age 15-49.
  • Niger 2012: All women age 15-49.
  • Nigeria 1990: All women age 15-49.
  • Nigeria 1999: All women age 10-49.
  • Nigeria 2003: All women age 15-49.
  • Nigeria 2008: All women age 15-49.
  • Nigeria 2013: All women age 15-49.
  • Nigeria 2018: All women age 15-49.
  • Pakistan 1991: Ever-married women age 15-49.
  • Pakistan 2006: Ever-married women age 15-49.
  • Pakistan 2012: Ever-married women age 15-49.
  • Pakistan 2017: Ever-married women age 15-49.
  • Rwanda 1992: All women age 15-49.
  • Rwanda 2000: All women age 15-49.
  • Rwanda 2005: All women age 15-49.
  • Rwanda 2008: All women age 15-49.
  • Rwanda 2010: All women age 15-49.
  • Rwanda 2014: Women age 15-49.
  • Senegal 1986: All women age 15-49.
  • Senegal 1992: Women age 15-49.
  • Senegal 1997: Women age 15-49.
  • Senegal 2005: Women age 15-49.
  • Senegal 2010: Women age 15-49.
  • Senegal 2012: Women age 15-49.
  • Senegal 2014: All women age 15-49.
  • Senegal 2015: All women age 15-49.
  • Senegal 2016: All women age 15-49.
  • Senegal 2017: All women age 15-49.
  • South Africa 1998: All women age 15-49.
  • South Africa 2016: All women age 15-49.
  • Tanzania 1991: All women age 15-49.
  • Tanzania 1996: All women age 15-49.
  • Tanzania 1999: All women age 15-49.
  • Tanzania 2004: All women age 15-49.
  • Tanzania 2010: All women age 15-49.
  • Tanzania 2015: All women age 15-49.
  • Togo 1988: All women age 15-49.
  • Togo 1998: All women age 15-49.
  • Togo 2013: All women age 15-49.
  • Uganda 1988: All women age 15-49.
  • Uganda 1995: All women age 15-49.
  • Uganda 2001: All women age 15-49.
  • Uganda 2006: All women age 15-49.
  • Uganda 2011: All women age 15-49.
  • Uganda 2016: All women age 15-49.
  • Zambia 1992: All women age 15-49.
  • Zambia 1996: All women age 15-49.
  • Zambia 2001: All women age 15-49.
  • Zambia 2007: All women age 15-49.
  • Zambia 2013: All women age 15-49.
  • Zambia 2018: All women age 15-49.
  • Zimbabwe 1988: All women age 15-49.
  • Zimbabwe 1994: All women age 15-49.
  • Zimbabwe 1999: All women age 15-49.
  • Zimbabwe 2005: All women age 15-49.
  • Zimbabwe 2010: All women age 15-49.
  • Zimbabwe 2015: All women age 15-49.
  • Angola: 2015-W, 2015-C, 2015-B, 2015-M, 2015-H, 2015-W
  • Bangladesh: 1994-W, 1994-C, 1994-M, 1994-W, 1994-B, 1994-H, 1997-W, 1997-W, 1997-C, 1997-M, 1997-H, 1997-B, 2000-H, 2000-M, 2000-C, 2000-W, 2000-B, 2004-M, 2004-B, 2004-W, 2004-W, 2004-C, 2004-H, 2007-M, 2007-W, 2007-H, 2007-C, 2007-W, 2007-B, 2011-M, 2011-W, 2011-W, 2011-H, 2011-C, 2011-B, 2014-H, 2014-B, 2014-C, 2014-W, 2014-W, 2018-H, 2018-W, 2018-C, 2018-B, 2018-W
  • Benin: 1996-C, 1996-H, 1996-B, 1996-W, 1996-M, 2001-W, 2001-C, 2001-H, 2001-B, 2001-M, 2006-M, 2006-H, 2006-B, 2006-C, 2006-W, 2011-B, 2011-M, 2011-C, 2011-W, 2011-H, 2011-W, 2017-W, 2017-C, 2017-B, 2017-M, 2017-H
  • Burkina Faso: 1993-C, 1993-H, 1993-B, 1993-W, 1993-M, 1998-W, 1998-C, 1998-H, 1998-B, 1998-M, 2003-M, 2003-W, 2003-H, 2003-B, 2003-C, 2003-W, 2010-B, 2010-M, 2010-C, 2010-W, 2010-H, 2010-W
  • Burundi: 1987-W, 1987-C, 1987-B, 2010-W, 2010-W, 2010-H, 2010-M, 2010-B, 2010-C, 2016-C, 2016-B, 2016-W, 2016-M, 2016-H, 2016-W
  • Cameroon: 1991-C, 1991-H, 1991-W, 1991-B, 1991-M, 1998-W, 1998-H, 1998-C, 1998-B, 1998-M, 2004-M, 2004-H, 2004-B, 2004-C, 2004-W, 2011-B, 2011-C, 2011-M, 2011-W, 2011-H, 2018-W, 2018-C, 2018-B, 2018-M, 2018-H
  • Chad: 1996-W, 1996-C, 1996-B, 1996-M, 1996-H, 2004-W, 2004-C, 2004-B, 2004-M, 2004-H, 2014-W, 2014-C, 2014-B, 2014-M, 2014-H
  • Congo (Democratic Republic): 2007-W, 2007-C, 2007-B, 2007-M, 2007-H, 2013-W, 2013-C, 2013-B, 2013-M, 2013-H
  • Cote d'Ivoire: 1994-W, 1994-C, 1994-B, 1994-M, 1994-H, 1998-W, 1998-C, 1998-B, 1998-M, 1998-H, 2011-W, 2011-C, 2011-B, 2011-M, 2011-H
  • Egypt: 1988-W, 1988-B, 1988-C, 1992-W, 1992-W, 1992-H, 1992-B, 1992-C, 1995-C, 1995-B, 1995-H, 1995-W, 2000-C, 2000-W, 2000-H, 2000-B, 2000-W, 2003-B, 2003-C, 2003-W, 2003-H, 2003-W, 2005-B, 2005-W, 2005-H, 2005-W, 2005-C, 2008-B, 2008-W, 2008-H, 2008-C, 2008-W, 2014-H, 2014-B, 2014-C, 2014-W, 2014-W
  • Ethiopia: 2000-W, 2000-C, 2000-H, 2000-B, 2000-M, 2005-W, 2005-W, 2005-H, 2005-M, 2005-B, 2005-C, 2011-M, 2011-C, 2011-H, 2011-B, 2011-W, 2011-W, 2016-W, 2016-H, 2016-M, 2016-B, 2016-C, 2016-W, 2019-W, 2019-C, 2019-B, 2019-H
  • Ghana: 1988-W, 1988-C, 1988-B, 1993-W, 1993-H, 1993-M, 1993-B, 1993-C, 1998-C, 1998-M, 1998-H, 1998-B, 1998-W, 2003-C, 2003-W, 2003-H, 2003-M, 2003-W, 2003-B, 2008-B, 2008-M, 2008-W, 2008-H, 2008-W, 2008-C, 2014-W, 2014-W, 2014-B, 2014-C, 2014-H, 2014-M, 2016-W, 2016-C, 2016-H
  • Guinea: 1999-W, 1999-C, 1999-H, 1999-B, 1999-M, 2005-W, 2005-W, 2005-H, 2005-M, 2005-B, 2005-C, 2012-B, 2012-M, 2012-C, 2012-H, 2012-W, 2018-W, 2018-C, 2018-B, 2018-M, 2018-H, 2018-W
  • India: 1992-C, 1992-W, 1992-B, 1992-H, 1998-W, 1998-C, 1998-B, 1998-H, 2005-H, 2005-W, 2005-M, 2005-B, 2005-C, 2005-W, 2015-W, 2015-C, 2015-B, 2015-M, 2015-H, 2015-W
  • Jordan: 1990-W, 1990-W, 1990-H, 1990-C, 1990-B, 1997-W, 1997-W, 1997-H, 1997-B, 1997-C, 2002-C, 2002-B, 2002-W, 2002-W, 2002-H, 2007-C, 2007-B, 2007-W, 2007-W, 2007-H, 2009-C, 2009-W, 2009-H, 2009-W, 2009-B, 2012-H, 2012-W, 2012-B, 2012-C, 2012-W, 2017-W, 2017-C, 2017-B, 2017-M, 2017-H, 2017-W
  • Kenya: 1989-C, 1989-W, 1989-B, 1993-W, 1993-H, 1993-C, 1993-M, 1993-B, 1998-M, 1998-W, 1998-H, 1998-B, 1998-C, 1998-W, 2003-B, 2003-C, 2003-M, 2003-W, 2003-W, 2003-H, 2008-C, 2008-B, 2008-W, 2008-M, 2008-W, 2008-H, 2014-W, 2014-H, 2014-M, 2014-B, 2014-C
  • Lesotho: 2004-C, 2004-B, 2004-W, 2004-M, 2004-H, 2009-W, 2009-C, 2009-B, 2009-M, 2009-H, 2014-W, 2014-H, 2014-M, 2014-B, 2014-C, 2014-W
  • Madagascar: 1992-C, 1992-B, 1992-W, 1992-H, 1997-W, 1997-C, 1997-B, 1997-H, 2003-W, 2003-C, 2003-W, 2003-B, 2003-M, 2003-H, 2008-H, 2008-W, 2008-B, 2008-C, 2008-W, 2008-M
  • Malawi: 1992-H, 1992-C, 1992-W, 1992-M, 1992-B, 2000-W, 2000-W, 2000-H, 2000-M, 2000-B, 2000-C, 2004-B, 2004-W, 2004-H, 2004-W, 2004-M, 2004-C, 2010-C, 2010-M, 2010-W, 2010-H, 2010-B, 2010-W, 2016-M, 2016-W, 2016-H, 2016-B, 2016-C, 2016-W
  • Mali: 1987-W, 1987-M, 1987-C, 1987-B, 1995-W, 1995-H, 1995-M, 1995-B, 1995-C, 2001-C, 2001-B, 2001-M, 2001-W, 2001-H, 2001-W, 2006-C, 2006-B, 2006-W, 2006-M, 2006-W, 2006-H, 2012-C, 2012-W, 2012-H, 2012-M, 2012-W, 2012-B, 2018-W, 2018-C, 2018-B, 2018-M, 2018-H, 2018-W
  • Morocco: 1987-W, 1987-C, 1987-B, 1992-W, 1992-C, 1992-B, 1992-H, 1992-W, 2003-W, 2003-C, 2003-B, 2003-H, 2003-W
  • Mozambique: 1997-W, 1997-C, 1997-H, 1997-B, 1997-M, 2003-W, 2003-W, 2003-H, 2003-M, 2003-B, 2003-C, 2011-B, 2011-M, 2011-C, 2011-H, 2011-W, 2011-W
  • Myanmar: 2015-C, 2015-W, 2015-B, 2015-M, 2015-H, 2015-W
  • Namibia: 1992-C, 1992-H, 1992-B, 1992-W, 2000-W, 2000-C, 2000-H, 2000-B, 2000-M, 2006-B, 2006-W, 2006-H, 2006-M, 2006-C, 2006-W, 2013-B, 2013-M, 2013-C, 2013-W, 2013-H
  • Nepal: 1996-H, 1996-C, 1996-W, 1996-B, 2001-W, 2001-M, 2001-H, 2001-B, 2001-C, 2006-C, 2006-B, 2006-W, 2006-W, 2006-H, 2006-M, 2011-C, 2011-B, 2011-W, 2011-M, 2011-W, 2011-H, 2016-W, 2016-H, 2016-M, 2016-B, 2016-C, 2016-W
  • Niger: 1992-W, 1992-H, 1992-C, 1992-M, 1992-B, 1998-W, 1998-H, 1998-M, 1998-B, 1998-C, 2006-B, 2006-C, 2006-M, 2006-W, 2006-H, 2006-W, 2012-C, 2012-B, 2012-M, 2012-W, 2012-H, 2012-W
  • Nigeria: 1990-C, 1990-W, 1990-B, 1990-H, 1999-W, 1999-M, 1999-C, 1999-H, 1999-B, 2003-W, 2003-C, 2003-B, 2003-H, 2003-M, 2008-H, 2008-W, 2008-B, 2008-W, 2008-C, 2008-M, 2013-M, 2013-W, 2013-W, 2013-H, 2013-C, 2013-B, 2018-H, 2018-W, 2018-M, 2018-B, 2018-C, 2018-W
  • Pakistan: 1991-W, 1991-M, 1991-C, 1991-H, 1991-B, 2006-W, 2006-H, 2006-B, 2006-C, 2012-B, 2012-C, 2012-H, 2012-W, 2012-M, 2012-W, 2017-W, 2017-C, 2017-B, 2017-M, 2017-H, 2017-W
  • Rwanda: 1992-C, 1992-W, 1992-B, 1992-H, 1992-M, 2000-W, 2000-W, 2000-C, 2000-H, 2000-B, 2000-M, 2005-H, 2005-W, 2005-M, 2005-W, 2005-B, 2005-C, 2008-H, 2008-M, 2008-B, 2008-C, 2008-W, 2010-H, 2010-W, 2010-W, 2010-C, 2010-M, 2010-B, 2014-W, 2014-C, 2014-H, 2014-M, 2014-W, 2014-B
  • Senegal: 1986-W, 1986-B, 1986-C, 1992-W, 1992-M, 1992-H, 1992-B, 1992-C, 1997-C, 1997-M, 1997-W, 1997-H, 1997-B, 2005-B, 2005-M, 2005-H, 2005-W, 2005-W, 2005-C, 2010-H, 2010-M, 2010-C, 2010-W, 2010-B, 2010-W, 2012-H, 2012-W, 2012-B, 2012-C, 2012-W, 2014-H, 2014-W, 2014-M, 2014-W, 2014-C, 2014-B, 2015-H, 2015-W, 2015-C, 2015-B, 2015-W, 2015-M, 2016-B, 2016-C, 2016-W, 2016-W, 2016-H, 2016-M, 2017-H, 2017-W, 2017-M, 2017-B, 2017-C, 2017-W
  • South Africa: 1998-W, 1998-C, 1998-B, 1998-H, 2016-W, 2016-C, 2016-B, 2016-M, 2016-H, 2016-W
  • Tanzania: 1991-W, 1991-H, 1991-C, 1991-M, 1991-B, 1996-W, 1996-H, 1996-M, 1996-B, 1996-C, 1999-C, 1999-B, 1999-H, 1999-M, 1999-W, 2004-C, 2004-B, 2004-W, 2004-H, 2004-M, 2004-W, 2010-M, 2010-W, 2010-H, 2010-C, 2010-W, 2010-B, 2015-M, 2015-B, 2015-C, 2015-H, 2015-W, 2015-W
  • Togo: 1988-W, 1988-C, 1988-B, 1998-W, 1998-C, 1998-B, 1998-M, 1998-H, 2013-W, 2013-C, 2013-B, 2013-H, 2013-M
  • Uganda: 1988-W, 1988-C, 1988-B, 1995-W, 1995-H, 1995-C, 1995-M, 1995-B, 2001-H, 2001-W, 2001-M, 2001-B, 2001-C, 2001-W, 2006-B, 2006-C, 2006-M, 2006-W, 2006-W, 2006-H, 2011-C, 2011-B, 2011-M, 2011-H, 2011-W, 2011-W, 2016-W, 2016-W, 2016-H, 2016-M, 2016-B, 2016-C
  • Zambia: 1992-C, 1992-H, 1992-W, 1992-B, 1996-W, 1996-H, 1996-C, 1996-M, 1996-B, 2001-M, 2001-H, 2001-B, 2001-W, 2001-C, 2007-B, 2007-W, 2007-H, 2007-W, 2007-M, 2007-C, 2013-M, 2013-W, 2013-B, 2013-H, 2013-C, 2013-W, 2018-W, 2018-C, 2018-B, 2018-M, 2018-H, 2018-W
  • Zimbabwe: 1988-W, 1988-C, 1988-B, 1994-W, 1994-W, 1994-H, 1994-M, 1994-B, 1994-C, 1999-C, 1999-B, 1999-H, 1999-M, 1999-W, 1999-W, 2005-C, 2005-B, 2005-H, 2005-W, 2005-W, 2005-M, 2010-C, 2010-H, 2010-M, 2010-W, 2010-W, 2010-B, 2015-W, 2015-H, 2015-M, 2015-B, 2015-C, 2015-W