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The Calvin cycle couples carbon fixation to use of ATP and NADPH. In a chloroplast it takes place in the chloroplast stroma. Its chemical reactions incorporate carbon dioxide, use NADPH-supplied Electrons, and regenerate the molecules that accept further carbon dioxide.

In the standard Calvin cycle bookkeeping, three carbon dioxide molecules require nine ATP and six NADPH for one net three-carbon triose phosphate. A six-carbon sugar equivalent therefore corresponds to six carbon dioxide, eighteen ATP and twelve NADPH; subsequent sugar synthesis is separate. These are pathway requirements, not a universal measured photosynthesis yield. See OpenStax Biology 2e, 8.3: Calvin cycle bookkeeping.

Calling the Calvin cycle light-independent means its individual chemical reactions do not directly capture light; it does not mean the Calvin cycle runs only at night or independently of the supplies from light-dependent reactions.

A chloroplast is a compartment in photosynthetic plant and algae biological cells. Its internal thylakoids carry out light-dependent reactions; its surrounding chloroplast stroma contains the enzymes of the Calvin cycle. Cyanobacteria perform oxygenic photosynthesis without chloroplasts. See Alberts et al., Molecular Biology of the Cell: chloroplasts and photosynthesis.

The chloroplast stroma is the fluid compartment inside the chloroplast envelope but outside its thylakoids. The Calvin cycle operates here; the interior of a thylakoid is a separate compartment.

In a chloroplast, light-dependent reactions take place at thylakoid membranes. Chlorophyll captures light; Electron transfer helps establish an electrochemical gradient across the thylakoid membrane, enabling formation of ATP. The oxygenic photosynthesis pathway also forms NADPH and releases molecular oxygen from water. ATP and NADPH become available in the chloroplast stroma for the Calvin cycle. See Alberts et al.: chloroplast light reactions.