Secondary data
The main available spatial and statistical information has been collected with regard to oil palm development in the different countries comprising the oil palm sentinel landscapes. Information covers four main different areas of interest, which are: the biophysical attributes of the landscape (e.g. soils, temperature, vegetation); land use and land tenure (including deforestation trends); production and processing (e.g. volume, prices, processing capacity, markets); and infrastructure (e.g. roads, mills). Researchers are still in the process of systematizing this information, which is relatively uneven depending on the country. More complete statistical datasets are available for Indonesia, Malaysia and Colombia.
Primary data
Data at the household level has been collected through fieldwork undertaken in three locations in Colombia (north, central and east), San Martin and Ucayali in Peru, and two locales in eastern Sabah, Malaysia (Lormalong and Apas Balung). In Cameroon, household data has been collected in four major palm oil producing basins: Eseka, Dibombari, Muyuka, and Mundemba-Lobe. Additional data is being collected among independent smallholders in the Sanaga Maritime. Additional data is still in the process of being collected in east Kalimantan (Berau district) and west Kalimantan (Kapuas Hulu) in Indonesia.
Primary data collection has been carried out with the use of a standardized protocol that was designed for this purpose, and has been adjusted to the local realities in each landscape. The questionnaire used includes requests for information on household demography, land assets and land use, oil palm production and labor, farm and domestic assets, income and remittances, credit, planting materials, and perceptions about oil palm. Additional qualitative information has been collected in all the different mentioned locales through the use of focus groups, and interviews with key informants.
 
						 Restoration
																	Restoration																 Plantations and tree crop commodities
																	Plantations and tree crop commodities																 Enhanced nutrition and food security
																	Enhanced nutrition and food security																 Biodiversity, safeguarding and conservation
																	Biodiversity, safeguarding and conservation																 Nationally determined contributions
																	Nationally determined contributions																 Bioenergy and biomaterials
																	Bioenergy and biomaterials																 Blue carbon and peatlands
																	Blue carbon and peatlands																 Climate change adaptation
																	Climate change adaptation																 Landscape governance
																	Landscape governance																 Gender
																	Gender																 Silvopastoral systems
																	Silvopastoral systems																 Market-based agroforestry-forestry
																	Market-based agroforestry-forestry																 Farm-forest policy interface
																	Farm-forest policy interface																 Agroecology
																	Agroecology																 Livelihood trajectory modelling and assessment
																	Livelihood trajectory modelling and assessment																 Inclusive finance and business models
																	Inclusive finance and business models																 Innovating finance for sustainable landscapes
																	Innovating finance for sustainable landscapes																 Public and private commitments to zero deforestation
																	Public and private commitments to zero deforestation																 Orphan tree crops
																	Orphan tree crops																 Effectiveness of approaches to sustainable supply
																	Effectiveness of approaches to sustainable supply																 Quality of FTA research for development
																	Quality of FTA research for development																 Sentinel landscapes
																	Sentinel landscapes																 Foresight
																	Foresight																 Seeds and seedlings delivery systems
																	Seeds and seedlings delivery systems																 Smallholder tree-crop commodities
																	Smallholder tree-crop commodities																 
																	 
																	 
																	 
																	 
																	 
																	 
																	